8 o	serialize
      8 o	deserialize
      8 deserialize	o
      7 serialize	o
      7 Overview	tf
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      6 load_data	o
      6 image	Overview
      5 r2	0
      5 Overview	load_data
      5 estimator	Overview
      4 tpu	Overview
      4 o	Summary
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      4 metrics	Overview
      4 losses	Overview
      4 initializers	Overview
      3 xla	Overview
      3 xception	Overview
      3 vgg19	Overview
      3 vgg16	Overview
      3 version	Overview
      3 utils	Overview
      3 train	Overview
      3 tf	identity
      3 tf	compat
      3 text	Overview
      3 test	Overview
      3 sysconfig	Overview
      3 strings	Overview
      3 sparse	Overview
      3 softmax	o
      3 signal	Overview
      3 sets	Overview
      3 sequence	Overview
      3 scikit_learn	Overview
      3 schedules	Overview
      3 saved_model	Overview
      3 reuters	Overview
      3 resnet_v2	Overview
      3 resnet	Overview
      3 resnet50	Overview
      3 raw_ops	Overview
      3 random	Overview
      3 ragged	Overview
      3 queue	Overview
      3 quantization	Overview
      3 Overview	utils
      3 Overview	schedules
      3 optimizers	Overview
      3 o	NodeDef
      3 o	image
      3 o	GPUOptions
      3 o	experimental
      3 o	ConfigProto
      3 nest	Overview
      3 nasnet	Overview
      3 mobilenet_v2	Overview
      3 mobilenet	Overview
      3 mnist	Overview
      3 math	Overview
      3 lookup	Overview
      3 lite	Overview
      3 linalg	Overview
      3 layers	Overview
      3 keras	Overview
      3 io	Overview
      3 inception_v3	Overview
      3 inception_resnet_v2	Overview
      3 imdb	Overview
      3 imagenet_utils	Overview
      3 graph_util	Overview
      3 gfile	Overview
      3 feature_column	Overview
      3 fashion_mnist	Overview
      3 Experimental	o
      3 errors	Overview
      3 dtypes	Overview
      3 distribute	Overview
      3 densenet	Overview
      3 debugging	Overview
      3 data	Overview
      3 config	Overview
      3 compat	Overview
      3 cifar10	Overview
      3 cifar100	Overview
      3 boston_housing	Overview
      3 bitwise	Overview
      3 autograph	Overview
      3 audio	Overview
     39 o	Overview
     32 experimental	Overview
      2 wrappers	Overview
      2 Why	TensorFlow
      2 weighted_cross_entropy_with_logits	weighted_moments
      2 under	the
      2 Trusted	Partner
      2 transpose	o
      2 to_code	to_graph
      2 threading	Overview
      2 the	same
      2 TFRecordDataset	experimental
      2 TextLineDataset	TFRecordDataset
      2 TensorFlow	Install
      2 TensorFlow	in
      2 TensorFlow	Core
      2 Swift	for
      2 summary	Overview
      2 sufficient_statistics	weighted_cross_entropy_with_logits
      2 substr	o
      2 studies	Trusted
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      2 stable	r2
      2 squeeze	o
      2 SquaredHinge	o
      2 SparseCategoricalCrossentropy	o
      2 sparse_categorical_crossentropy	o
      2 softsign	o
      2 softplus	o
      2 sigmoid	o
      2 shape	o
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      2 resize	ResizeMethod
      2 relu	o
      2 regularizers	Overview
      2 rc	API
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      2 r1	15
      2 Python	JavaScript
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      2 Poisson	o
      2 placeholder	o
      2 Partner	Program
      2 o	zeros_like
      2 o	xla
      2 Overview	xception
      2 Overview	wrappers
      2 Overview	vgg19
      2 Overview	vgg16
      2 Overview	threading
      2 Overview	text
      2 Overview	sequence
      2 Overview	scikit_learn
      2 Overview	reuters
      2 Overview	resnet_v2
      2 Overview	resnet50
      2 Overview	resnet
      2 Overview	regularizers
      2 Overview	Python
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      2 Overview	optimizer
      2 Overview	nasnet
      2 Overview	models
      2 Overview	mobilenet_v2
      2 Overview	mobilenet
      2 Overview	mnist
      2 Overview	mixed_precision
      2 Overview	metrics
      2 Overview	main_op
      2 Overview	initializers
      2 Overview	inception_v3
      2 Overview	inception_resnet_v2
      2 Overview	imdb
      2 Overview	imagenet_utils
      2 Overview	image
      2 Overview	get_word_index
      2 Overview	fashion_mnist
      2 Overview	estimator
      2 Overview	densenet
      2 Overview	datasets
      2 Overview	Dataset
      2 Overview	cifar100
      2 Overview	cifar10
      2 Overview	boston_housing
      2 Overview	backend
      2 Overview	assert_equal_graph_def
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      2 Overview	activations
      2 o	version
      2 o	transpose
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      2 o	tpu
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      2 o	TensorInfo
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      2 o	sysconfig
      2 o	SummaryMetadata
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      2 o	shape
      2 o	sets
      2 o	saved_model
      2 o	RunOptions
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      2 o	random
      2 o	ragged
      2 o	queue
      2 o	quantization
      2 optimizer	Overview
      2 o	Poisson
      2 o	placeholder
      2 o	ones_like
      2 o	nn
      2 o	nest
      2 ones_like	o
      2 o	NameAttrList
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      2 o	MeanSquaredError
      2 o	MeanAbsolutePercentageError
      2 o	MeanAbsoluteError
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      2 o	linalg
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      2 o	keras
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      2 o	Hinge
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      2 o	graph_util
      2 o	gradients
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      2 o	feature_column
      2 o	expand_dims
      2 o	estimator
      2 o	errors
      2 o	elu
      2 o	dtypes
      2 o	dot
      2 o	distribute
      2 o	debugging
      2 o	data
      2 o	CosineSimilarity
      2 o	constant
      2 o	config
      2 o	concatenate
      2 o	compat
      2 o	CategoricalHinge
      2 o	CategoricalCrossentropy
      2 o	categorical_crossentropy
      2 o	bitwise
      2 o	BinaryCrossentropy
      2 o	binary_crossentropy
      2 o	autograph
      2 o	audio
      2 o	AttrValue
      2 o	argmin
      2 o	argmax
      2 numpy	0
      2 moments	nce_loss
      2 model_to_estimator	experimental
      2 models	Overview
      2 Models	datasets
      2 Mobile	IoT
      2 mixed_precision	Overview
      2 minimum	o
      2 MeanSquaredLogarithmicError	o
      2 MeanSquaredError	o
      2 MeanAbsolutePercentageError	o
      2 MeanAbsoluteError	o
      2 max_pool_with_argmax	moments
      2 maximum	o
      2 maximum	minimum
      2 LinearEstimator	LinearRegressor
      2 LinearClassifier	LinearEstimator
      2 licensed	under
      2 Libraries	extensions
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      2 KLDivergence	o
      2 JavaScript	For
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      2 hard_sigmoid	o
      2 gradients	o
      2 GPUOptions	Experimental
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      2 for	the
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      2 For	Production
      2 For	Mobile
      2 For	JavaScript
      2 expand_dims	o
      2 erosion2d	fractional_avg_pool
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      2 embedding_lookup	embedding_lookup_sparse
      2 elu	o
      2 dot	o
      2 DNNRegressor	Estimator
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      2 DNNEstimator	DNNLinearCombinedClassifier
      2 DNNClassifier	DNNEstimator
      2 dilation2d	dropout
      2 datasets	Overview
      2 crelu	ctc_beam_search_decoder
      2 CosineSimilarity	o
      2 Core	r2
      2 conv3d_transpose	convolution
      2 conv2d_transpose	conv3d
      2 constraints	Overview
      2 constants	Overview
      2 constant	o
      2 concatenate	o
      2 Community	Why
      2 cluster_resolver	Overview
      2 classifier_parse_example_spec	DNNClassifier
      2 C	Java
      2 CategoricalHinge	o
      2 CategoricalCrossentropy	o
      2 categorical_crossentropy	o
      2 Case	studies
      2 callbacks	Overview
      2 BUTTON	TensorFlow
      2 BinaryCrossentropy	o
      2 binary_crossentropy	o
      2 beta	API
      2 BaselineEstimator	BaselineRegressor
      2 BaselineClassifier	BaselineEstimator
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      2 backend	o
      2 AttrEntry	o
      2 A	Tensor
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      2 argmin	o
      2 argmax	o
      2 applications	Overview
      2 API	r2
      2 API	r1
      2 activations	Overview
      2 About	Case
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      2 15	More
      2 0	stable
     20 Overview	experimental
      2 0	License
      2 0	7853982
      1 zeta	tf
      1 zeros	zeros_initializer
      1 zeros	o
      1 zeros_like	tf
      1 zeros_like	o
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      1 ZeroPadding3D	losses
      1 ZeroPadding2D	o
      1 ZeroPadding1D	o
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      1 yuv_to_rgb	tf
      1 you	use
      1 YouTube	Support
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      1 xdivy	xlogy
      1 Xception	o
      1 write_raw_pb	tf
      1 write_op_log	o
      1 write_graph	gfile
      1 write_file	write_graph
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      1 Wrapper	o
      1 wrap_function	o
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      1 warm_start	WorkerSessionCreator
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      1 walk	tf
      1 Walk	o
      1 VocabInfo	WarmStartSettings
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      1 VirtualDevices	o
      1 VirtualDeviceConfiguration	optimizer
      1 View	source
      1 VGG19	o
      1 VGG16	o
      1 version	GitHub
      1 verify_tensor_all_finite	o
      1 vectorized_map	where
      1 var	o
      1 VarLenFeature	write_file
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      1 VarianceScaling	layers
      1 Variable	Variable
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      1 VariableScope	o
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      1 Variable	SaveSliceInfo
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      1 Variable	o
      1 variable	o
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      1 v1	o
      1 v1	identity
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      1 using	JavaScript
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      1 TrainSpec	train_and_evaluate
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      1 TPUEstimatorSpec	experimental
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      1 top_k_categorical_accuracy	o
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      1 to_int32	o
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      1 to_complex128	o
      1 TocoConverter	toco_convert
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      1 TimeDistributed	o
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      1 ThresholdedReLU	o
      1 ThreadingOptions	o
      1 threading	o
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      1 the	TensorFlow
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      1 tf	xla
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      1 tf_stack	Overview
      1 tf	sparse
      1 tf	signal
      1 tf	sets
      1 tf	saved_model
      1 TFRecordWriter	VarLenFeature
      1 TFRecordWriter	o
      1 TFRecordReader	o
      1 TFRecordOptions	TFRecordWriter
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      1 tf	random
      1 tf	ragged
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      1 tf	Overview
      1 tf	optimizers
      1 tf	ones
      1 tf	nn
      1 tf	nest
      1 tf	metrics
      1 tf	math
      1 tf	losses
      1 tf	lookup
      1 tf_logo_32px	png
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      1 tf	distribute
      1 TFDecorator	unwrap
      1 tf_decorator	Overview
      1 tf	debugging
      1 tf	data
      1 TFConfigClusterResolver	o
      1 tf	config
      1 tf	bitwise
      1 tf	autograph
      1 tf	audio
      1 tf	atan2
      1 text_wrap	UnparsedFlagAccessError
      1 text	trace_export
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      1 TextLineReader	o
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      1 TensorFlow	API
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      1 TensorBoard	o
      1 TensorBoard	constraints
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      1 TasksEntry	latest_checkpoint
      1 TaskLevelStatusMessage	vlog
      1 TargetSpec	TFLiteConverter
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      1 tanh	applications
      1 take_while	o
      1 TaggedRunMetadata	tensor_summary
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      1 tables_initializer	o
      1 SyncReplicasOptimizer	update_checkpoint_state
      1 Symbols	Python
      1 switch	o
      1 switch_case	Tensor
      1 svd	tensor_diag
      1 Support	Issue
      1 Supervisor	SyncReplicasOptimizer
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      1 sum	o
      1 SummaryWriter	text
      1 Summary	Value
      1 summary_scope	o
      1 SummarySaverHook	TrainSpec
      1 Summary	o
      1 SummaryMetadata	PluginData
      1 SummaryMetadata	o
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      1 SummaryDescription	TaggedRunMetadata
      1 Summary	Audio
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      1 subtract	o
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      1 string_input_producer	summary_iterator
      1 strided_slice	switch_case
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      1 stop_if_higher_hook	o
      1 stop_gradient	strided_slice
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      1 StopAtStepHook	SummarySaverHook
      1 StochasticGradientDescentParameters	o
      1 stft	tf
      1 StepCounterHook	StopAtStepHook
      1 StepContext	MonitoredTrainingSession
      1 std	o
      1 Stay	connected
      1 Stat	Walk
      1 StatsOptions	o
      1 StatsAggregator	TensorArrayStructure
      1 StatsAggregator	o
      1 stat	o
      1 StaticVocabularyTable	TextFileIndex
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      1 stateless_categorical	stateless_normal
      1 start_queue_runners	string_input_producer
      1 StackTraceTransform	o
      1 StackTraceMapper	StackTraceTransform
      1 StackTraceFilter	StackTraceMapper
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      1 Stack	Overflow
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      1 StackedRNNCells	o
      1 stack_dynamic_partitions	tf
      1 stable	See
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      1 ssim	ssim_multiscale
      1 ssim_multiscale	total_variation
      1 squeeze	stack
      1 square	squared_difference
      1 square	o
      1 squared_hinge	metrics
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      1 sqrt	o
      1 sqrtm	svd
      1 SqlDataset	StatsAggregator
      1 SqlDataset	o
      1 split	to_dense
      1 split	substr
      1 split	strip
      1 split	squeeze
      1 spectral	Overview
      1 specificity_at_sensitivity	true_negatives
      1 SpecificityAtSensitivity	o
      1 SpatialDropout3D	o
      1 SpatialDropout2D	o
      1 SpatialDropout1D	o
      1 spatial_3d_padding	o
      1 spatial_2d_padding	o
      1 SparseTopKCategoricalAccuracy	o
      1 sparse_top_k_categorical_accuracy	o
      1 sparse_to_dense	o
      1 SparseTensorValue	o
      1 SparseTensorStructure	SqlDataset
      1 SparseTensorSpec	split
      1 SparseTensor	sparse_dense_matmul
      1 sparse_split	o
      1 sparse_softmax_cross_entropy_with_logits	sufficient_statistics
      1 sparse_softmax_cross_entropy_with_logits	static_bidirectional_rnn
      1 sparse_softmax_cross_entropy	o
      1 sparse_segment_sum	o
      1 sparse_segment_sqrt_n	o
      1 sparse_segment_mean	o
      1 sparse_reduce_sum_sparse	o
      1 sparse_reduce_sum	o
      1 sparse_reduce_max_sparse	o
      1 sparse_reduce_max	o
      1 sparse_precision_at_k	specificity_at_sensitivity
      1 sparse_placeholder	o
      1 sparse_merge	o
      1 sparse_matmul	o
      1 SparseFeature	TFRecordOptions
      1 sparse_dense_matmul	split
      1 SparseConditionalAccumulator	o
      1 sparse_concat	o
      1 SparseCategoricalAccuracy	o
      1 sparse_categorical_accuracy	o
      1 sparse_average_precision_at_k	sparse_precision_at_k
      1 sparse_add	o
      1 space_to_depth	sparse_softmax_cross_entropy_with_logits
      1 space_to_depth	o
      1 space_to_batch	space_to_batch_nd
      1 space_to_batch	o
      1 space_to_batch_nd	SparseTensorSpec
      1 source	on
      1 source	ML
      1 sort	space_to_batch
      1 solve	sqrtm
      1 softsign	space_to_depth
      1 softplus	sqrt
      1 softmax	SparseTensor
      1 softmax	softmax_cross_entropy_with_logits
      1 Softmax	o
      1 softmax_cross_entropy_with_logits_v2	sparse_softmax_cross_entropy_with_logits
      1 softmax_cross_entropy_with_logits	softsign
      1 softmax_cross_entropy_with_logits	softmax_cross_entropy_with_logits_v2
      1 softmax_cross_entropy	sparse_softmax_cross_entropy
      1 sobel_edges	ssim
      1 SlurmClusterResolver	o
      1 slogdet	solve
      1 slice	sort
      1 slice	softmax
      1 slice_input_producer	start_queue_runners
      1 skipgrams	TimeseriesGenerator
      1 size	union
      1 size	slice
      1 size	o
      1 Site	Policies
      1 sin	sinh
      1 sin	o
      1 sinh	softplus
      1 SingularMonitoredSession	slice_input_producer
      1 simple_save	builder
      1 SimpleRNN	o
      1 SimpleRNNCell	o
      1 SimpleClusterResolver	o
      1 Sign	up
      1 sign	sin
      1 sign	o
      1 signature_def_utils	Overview
      1 SignatureDefEntry	o
      1 signature_constants	Overview
      1 sigmoid	sign
      1 sigmoid_cross_entropy_with_logits	softmax_cross_entropy_with_logits
      1 sigmoid_cross_entropy_with_logits	softmax
      1 sigmoid_cross_entropy	softmax_cross_entropy
      1 shutdown_system	experimental
      1 shuffle	stateless_categorical
      1 shuffle_batch	shuffle_batch_join
      1 shuffle_batch_join	SingularMonitoredSession
      1 shuffle_and_repeat	o
      1 shared_embeddings	weighted_categorical_column
      1 shared_embedding_columns	StochasticGradientDescentParameters
      1 shared_embedding_columns	o
      1 shard	shutdown_system
      1 shape	shape_n
      1 shape_n	size
      1 shape	and
      1 SGD	o
      1 set_visible_devices	o
      1 set_virtual_device_configuration	o
      1 set_verbosity	to_code
      1 set_verbosity	TaskLevelStatusMessage
      1 set_value	o
      1 set_synchronous_execution	o
      1 set_step	o
      1 set_soft_device_placement	experimental
      1 set_session	callbacks
      1 set_seed	shuffle
      1 set_random_seed	o
      1 set_policy	models
      1 set_memory_growth	o
      1 set_log_device_placement	tf
      1 set_learning_phase	o
      1 set_keras_style	o
      1 set_jit	threading
      1 set_intra_op_parallelism_threads	tf
      1 set_inter_op_parallelism_threads	o
      1 set_image_data_format	o
      1 set_global_generator	tf
      1 set_floatx	o
      1 set_experimental_options	o
      1 set_epsilon	o
      1 setdiff1d	o
      1 set_diag	slogdet
      1 set_device_policy	o
      1 SessionRunValues	StepCounterHook
      1 SessionRunHook	SessionRunValues
      1 SessionRunContext	SessionRunHook
      1 SessionRunArgs	SessionRunContext
      1 Session	o
      1 SessionManager	shuffle_batch
      1 SessionLog	o
      1 SessionCreator	SessionManager
      1 ServingInputReceiver	o
      1 Server	Strategy
      1 ServerDef	experimental
      1 serialize	utils
      1 serialize_tensor	SparseFeature
      1 serialize_sparse	serialize_tensor
      1 serialize_sparse	o
      1 serialize	preprocessing
      1 serialize_many_sparse	serialize_sparse
      1 serialize_many_sparse	o
      1 serialize_keras_object	o
      1 Sequential	activations
      1 Sequence	o
      1 sequence_numeric_column	shared_embeddings
      1 sequence_mask	shape
      1 SequenceFeatures	o
      1 SequenceExample	ServerDef
      1 SequenceEnqueuer	o
      1 sequence_categorical_column_with_vocabulary_list	sequence_numeric_column
      1 sequence_categorical_column_with_vocabulary_file	sequence_categorical_column_with_vocabulary_list
      1 sequence_categorical_column_with_identity	sequence_categorical_column_with_vocabulary_file
      1 sequence_categorical_column_with_hash_bucket	sequence_categorical_column_with_identity
      1 SeparableConv2D	separable_conv1d
      1 SeparableConv2D	o
      1 separable_conv2d	o
      1 separable_conv2d	experimental
      1 SeparableConv1D	SeparableConv2D
      1 separable_conv1d	separable_conv2d
      1 SeparableConv1D	o
      1 sensitivity_at_specificity	sparse_average_precision_at_k
      1 SensitivityAtSpecificity	o
      1 selu	separable_conv2d
      1 selu	o
      1 segment_sum	slice
      1 segment_sum	sigmoid
      1 segment_sqrt_n	segment_sum
      1 segment_prod	segment_sum
      1 segment_min	segment_prod
      1 segment_mean	segment_sqrt_n
      1 segment_mean	segment_min
      1 segment_max	segment_mean
      1 segment_ids_to_row_splits	stack
      1 see	the
      1 See	Stable
      1 See	Nightly
      1 SecondOrStepTimer	SessionRunArgs
      1 searchsorted	sequence_mask
      1 sdca_shrink_l1	SessionCreator
      1 sdca_optimizer	sdca_shrink_l1
      1 sdca_fprint	sdca_optimizer
      1 schedules	o
      1 scatter_update	o
      1 scatter_sub	o
      1 scatter_nd_update	o
      1 scatter_nd_sub	o
      1 scatter_nd	searchsorted
      1 scatter_nd_add	o
      1 scatter_mul	o
      1 scatter_min	o
      1 scatter_max	o
      1 scatter_div	o
      1 scatter_add	o
      1 scan	scatter_nd
      1 scan	o
      1 scale_regularization_loss	selu
      1 scalar	SummaryWriter
      1 scalar	SummaryDescription
      1 scalar_mul	segment_max
      1 scalar_mul	o
      1 Scaffold	sdca_fprint
      1 SaveSliceInfo	VariableAggregation
      1 save	SaveOptions
      1 Saver	SaverDef
      1 SaverDef	Scaffold
      1 SaveOptions	tf
      1 save_model	optimizers
      1 save_img	o
      1 saturate_cast	tf
      1 samples	are
      1 sample_from_datasets	SparseTensorStructure
      1 sample_from_datasets	o
      1 sampled_softmax_loss	separable_conv2d
      1 sampled_softmax_loss	scale_regularization_loss
      1 sample_distorted_bounding_box	sobel_edges
      1 sample_distorted_bounding_box	o
      1 same	type
      1 same	shape
      1 RunOptions	o
      1 RunOptions	Experimental
      1 run	o
      1 RunMetadata	o
      1 RunMetadata	FunctionGraphs
      1 RunConfig	TPUConfig
      1 RunConfig	SecondOrStepTimer
      1 rsqrt	scalar_mul
      1 row_splits_to_segment_ids	segment_ids_to_row_splits
      1 round	rsqrt
      1 round	o
      1 rot90	sample_distorted_bounding_box
      1 root_mean_squared_error	sensitivity_at_specificity
      1 RootMeanSquaredError	o
      1 roll	scan
      1 RNN	o
      1 rnn	o
      1 RNNEstimator	o
      1 RNNClassifier	o
      1 RNNCellResidualWrapper	safe_embedding_lookup_sparse
      1 rnn_cell	Overview
      1 RNNCell	o
      1 RNNCellDropoutWrapper	RNNCellResidualWrapper
      1 RNNCellDeviceWrapper	RNNCellDropoutWrapper
      1 rmtree	o
      1 RMSPropOptimizer	Saver
      1 RMSprop	o
      1 rint	round
      1 right_shift	tf
      1 rgb_to_yuv	rot90
      1 rgb_to_yiq	rgb_to_yuv
      1 rgb_to_hsv	rgb_to_yiq
      1 rgb_to_grayscale	rgb_to_hsv
      1 rfft	rfft2d
      1 rfft3d	stft
      1 rfft2d	rfft3d
      1 rewrite	shard
      1 rewrap	TFDecorator
      1 reverse_sequence	roll
      1 reverse_sequence	o
      1 reverse	reverse_sequence
      1 reverse	o
      1 Returns	A
      1 Return	a
      1 retain	segment_mean
      1 resource_variables_enabled	o
      1 resources	to
      1 Resources	More
      1 Resources	Models
      1 resource_loader	Overview
      1 ResourceExhaustedError	UnauthenticatedError
      1 ResNet50V2	o
      1 ResNet50	o
      1 ResNet152V2	o
      1 ResNet152	o
      1 ResNet101V2	o
      1 ResNet101	o
      1 resize_with_pad	rgb_to_grayscale
      1 resize_with_crop_or_pad	resize_with_pad
      1 resize_volumes	o
      1 resize_nearest_neighbor	sample_distorted_bounding_box
      1 ResizeMethod	resize_with_crop_or_pad
      1 ResizeMethod	resize_area
      1 resize_image_with_pad	resize_nearest_neighbor
      1 resize_images	o
      1 resize_bilinear	resize_image_with_pad
      1 resize_bicubic	resize_bilinear
      1 resize_area	resize_bicubic
      1 ResidualWrapper	RNNCell
      1 reshape	reverse
      1 reshape	retain
      1 Reshape	o
      1 reshape	o
      1 reset_uids	o
      1 reset_shape	reshape
      1 reset_default_graph	o
      1 required_space_to_batch_paddings	reshape
      1 RepresentativeDataset	TargetSpec
      1 report_uninitialized_variables	o
      1 replicate	rewrite
      1 replica_device_setter	RMSPropOptimizer
      1 ReplicaContext	Server
      1 RepeatVector	o
      1 repeat	o
      1 repeat_elements	o
      1 ReparameterizationType	StudentT
      1 reorder	reset_shape
      1 Rename	Stat
      1 rename	o
      1 remove_training_nodes	tensor_shape_from_node_def_name
      1 Remove	Rename
      1 remove	o
      1 remove_checkpoint	replica_device_setter
      1 RemoteMonitor	o
      1 relu	relu6
      1 ReLU	o
      1 relu_layer	safe_embedding_lookup_sparse
      1 relu6	RNNCellDeviceWrapper
      1 Release	notes
      1 rejection_resample	o
      1 regularizers	o
      1 Regularizer	o
      1 regressor_parse_example_spec	RunConfig
      1 regressor_parse_example_spec	experimental
      1 regression_signature_def	simple_save
      1 RegressionOutput	o
      1 RegressionHead	regressor_parse_example_spec
      1 register_validator	text_wrap
      1 register_tensor_conversion_function	required_space_to_batch_paddings
      1 register_multi_flags_validator	register_validator
      1 RegisterKL	ReparameterizationType
      1 RegisterGradient	register_tensor_conversion_function
      1 registered	trademark
      1 regex_replace	split
      1 regex_full_match	regex_replace
      1 ReductionToOneDevice	ReplicaContext
      1 Reduction	sigmoid_cross_entropy
      1 Reduction	o
      1 reduce_variance	rint
      1 reduce_sum	reorder
      1 reduce_sum	reduce_variance
      1 reduce_sum	o
      1 reduce_std	reduce_sum
      1 Reducer	o
      1 reduce_prod	reduce_std
      1 reduce_prod	o
      1 ReduceOp	ReductionToOneDevice
      1 reduce_min	reduce_prod
      1 reduce_min	o
      1 reduce_mean	reduce_min
      1 reduce_mean	o
      1 reduce_max	reduce_sum
      1 reduce_max	reduce_mean
      1 reduce_max	o
      1 ReduceLROnPlateau	o
      1 reduce_logsumexp	reduce_max
      1 reduce_logsumexp	o
      1 reduce_join	regex_full_match
      1 reduce_join	o
      1 reduce_euclidean_norm	reduce_logsumexp
      1 reduce_any	reduce_euclidean_norm
      1 reduce_any	o
      1 reduce_all	RegisterGradient
      1 reduce_all	o
      1 record_if	scalar
      1 recompute_grad	reduce_all
      1 reciprocal	reciprocal_no_nan
      1 reciprocal_no_nan	reduce_any
      1 recall	recall_at_k
      1 Recall	o
      1 recall_at_top_k	root_mean_squared_error
      1 recall_at_thresholds	recall_at_top_k
      1 recall_at_k	recall_at_thresholds
      1 real	reciprocal
      1 realdiv	recompute_grad
      1 read_file	serialize_many_sparse
      1 ReaderBase	o
      1 readahead_file_path	o
      1 raw_rnn	relu_layer
      1 rank	realdiv
      1 range	row_splits_to_segment_ids
      1 range	rank
      1 range_input_producer	remove_checkpoint
      1 random_zoom	save_img
      1 random_uniform_variable	o
      1 RandomUniform	TruncatedNormal
      1 random_uniform	o
      1 random_uniform_initializer	range
      1 random_uniform_initializer	o
      1 RandomShuffleQueue	tf
      1 random_shift	random_zoom
      1 random_shear	random_shift
      1 random_saturation	resize
      1 random_rotation	random_shear
      1 random_poisson	o
      1 random_normal_variable	o
      1 RandomNormal	RandomUniform
      1 random_normal	o
      1 random_normal_initializer	random_uniform_initializer
      1 random_normal_initializer	o
      1 random_jpeg_quality	random_saturation
      1 random_hue	random_jpeg_quality
      1 random_flip_up_down	random_hue
      1 random_flip_left_right	random_flip_up_down
      1 RandomDataset	sample_from_datasets
      1 RandomDataset	o
      1 random_crop	random_flip_left_right
      1 random_contrast	random_crop
      1 random_channel_shift	random_rotation
      1 random_brightness	random_contrast
      1 random_brightness	random_channel_shift
      1 random_binomial	o
      1 raise_exception_on_not_ok_status	o
      1 RaggedTensorValue	o
      1 RaggedTensorStructure	RandomDataset
      1 RaggedTensorSpec	random_normal_initializer
      1 RaggedTensor	RaggedTensorSpec
      1 RadialConstraint	o
      1 QueueRunner	range_input_producer
      1 queue_runner	Overview
      1 QueueBase	RandomShuffleQueue
      1 quantize_v2	o
      1 quantize	quantized_concat
      1 quantized_relu_x	raw_rnn
      1 quantized_max_pool	quantized_relu_x
      1 quantized_conv2d	quantized_max_pool
      1 quantized_concat	quantize_and_dequantize
      1 quantized_avg_pool	quantized_conv2d
      1 quantize_and_dequantize	tf
      1 qr	set_diag
      1 Python	tf
      1 PythonState	tf
      1 Python	r2
      1 python_io	Overview
      1 py_function	RaggedTensor
      1 py_func	o
      1 psnr	random_brightness
      1 ProximalGradientDescentOptimizer	QueueRunner
      1 ProximalAdagradOptimizer	ProximalGradientDescentOptimizer
      1 Program	TensorFlow
      1 Program	____________________
      1 Progbar	o
      1 ProgbarLogger	o
      1 Profiler	write_op_log
      1 profiler	Overview
      1 ProfilerHook	RegressionHead
      1 profile	ProfileOptionBuilder
      1 ProfileOptionBuilder	Profiler
      1 Production	TensorFlow
      1 Production	Swift
      1 prod	o
      1 Privacy	Sign
      1 PriorityQueue	QueueBase
      1 print_tensor	o
      1 print	py_function
      1 Print	o
      1 print	a_identity
      1 print	a
      1 Pre	trained
      1 preprocess_input	backend
      1 preprocessing	o
      1 PReLU	o
      1 prefetch_to_device	o
      1 predict_signature_def	regression_signature_def
      1 PredictOutput	o
      1 precision	precision_at_k
      1 Precision	o
      1 precision_at_top_k	recall
      1 precision_at_thresholds	precision_at_top_k
      1 precision_at_k	precision_at_thresholds
      1 pow	real
      1 pow	o
      1 pool	relu
      1 pool	quantized_avg_pool
      1 pool3d	o
      1 pool2d	o
      1 polyval	pow
      1 PolynomialDecay	serialize
      1 polynomial_decay	ProximalAdagradOptimizer
      1 polygamma	polyval
      1 Policy	set_policy
      1 Policies	Java
      1 poisson	set_seed
      1 PoissonRegressionHead	ProfilerHook
      1 poisson	o
      1 png	View
      1 png	TensorFlow
      1 PluginData	o
      1 plot_model	o
      1 placeholder_with_default	o
      1 placeholder	RaggedTensorValue
      1 piecewise_constant	polynomial_decay
      1 PiecewiseConstantDecay	PolynomialDecay
      1 Permute	o
      1 permute_dimensions	o
      1 PermissionDeniedError	ResourceExhaustedError
      1 per_image_standardization	psnr
      1 percentage_below	precision
      1 PeepholeLSTMCell	o
      1 path_to_str	v1
      1 parse_tensor	read_file
      1 parse_single_sequence_example	parse_tensor
      1 parse_single_example	parse_single_sequence_example
      1 parse_single_example	o
      1 parse_sequence_example	parse_single_example
      1 parse_example	parse_sequence_example
      1 parse_example	o
      1 parse_example_dataset	o
      1 ParameterServerStrategy	TPUStrategy
      1 ParameterServerStrategy	o
      1 parallel_stack	print
      1 parallel_interleave	o
      1 pandas_input_fn	tpu
      1 page	is
      1 pad_to_bounding_box	per_image_standardization
      1 pad_sequences	skipgrams
      1 pad	parallel_stack
      1 pad	o
      1 PaddingFIFOQueue	PriorityQueue
      1 pack_sequence_as	tf
      1 o	zeros
      1 o	ZeroPadding3D
      1 o	ZeroPadding2D
      1 o	ZeroPadding1D
      1 o	Xception
      1 o	xception
      1 o	write_raw_pb
      1 o	Wrapper
      1 o	wrap_function
      1 o	WideDeepModel
      1 o	WholeFileReader
      1 o	while_loop
      1 o	where
      1 o	walk
      1 o	VirtualDeviceConfiguration
      1 o	VGG19
      1 o	vgg19
      1 o	VGG16
      1 o	vgg16
      1 Overview	v2
      1 Overview	to_code
      1 Overview	TFRecordCompressionType
      1 Overview	TensorBoard
      1 Overview	tag_constants
      1 Overview	StaticHashTable
      1 Overview	stateless_multinomial
      1 Overview	signature_def_utils
      1 Overview	set_verbosity
      1 Overview	run
      1 Overview	output_all_intermediates
      1 Overview	OpHint
      1 Overview	numpy_input_fn
      1 Overview	my_fact
      1 Overview	model_to_estimator
      1 Overview	make_sampling_table
      1 Overview	make_decorator
      1 Overview	losses
      1 Overview	loader
      1 Overview	length
      1 Overview	layers
      1 Overview	l2_normalize
      1 Overview	KeyValueTensorInitializer
      1 Overview	keras_style_scope
      1 Overview	KerasClassifier
      1 Overview	in_top_k
      1 Overview	Interpreter
      1 Overview	inputs
      1 Overview	InputPipelineConfig
      1 Overview	Input
      1 Overview	import_graph_def
      1 Overview	hashing_trick
      1 Overview	global_policy
      1 Overview	gfile
      1 Overview	get_session
      1 Overview	get_loss_reduction
      1 Overview	get_data_files_path
      1 Overview	get_compile_flags
      1 Overview	function_executor_type
      1 Overview	FIFOQueue
      1 Overview	experimental_connect_to_cluster
      1 Overview	error_code_from_exception_type
      1 Overview	EmbeddingConfigSpec
      1 Overview	dynamic_rnn
      1 Overview	dnn_logit_fn_builder
      1 Overview	disable_mixed_precision_graph_rewrite
      1 Overview	difference
      1 Overview	deserialize
      1 Overview	dequantize
      1 Overview	decode_wav
      1 Overview	decode_and_crop_jpeg
      1 Overview	debug
      1 Overview	dct
      1 Overview	CrossDeviceOps
      1 Overview	crop_and_resize
      1 Overview	Copy
      1 Overview	convert_variables_to_constants
      1 Overview	convert_stack
      1 Overview	convert_op_hints_to_stubs
      1 Overview	constraints
      1 Overview	constant_value
      1 Overview	constants
      1 Overview	Constant
      1 Overview	cluster_resolver
      1 Overview	choose_from_datasets
      1 Overview	CentralStorageStrategy
      1 Overview	categorical_column_with_vocabulary_file
      1 Overview	callbacks
      1 Overview	BytesList
      1 Overview	Builder
      1 Overview	bucketized_column
      1 Overview	boolean_mask
      1 Overview	bitwise_and
      1 Overview	Bernoulli
      1 Overview	batch_parallel
      1 Overview	BatchNormalization
      1 Overview	BasicLSTMCell
      1 Overview	BaselineClassifier
      1 Overview	avg_pool
      1 Overview	AveragePooling1D
      1 Overview	audio
      1 Overview	atrous_conv2d
      1 Overview	as_string
      1 Overview	Asset
      1 Overview	assert_shapes
      1 Overview	assert_same_structure
      1 Overview	Assert
      1 Overview	as_dtype
      1 Overview	as_bytes
      1 Overview	apply_affine_transform
      1 Overview	all_v2_summary_ops
      1 Overview	all_candidate_sampler
      1 Overview	All
      1 Overview	AggregationMethod
      1 Overview	AdviceProto
      1 Overview	adopt_module_key_flags
      1 Overview	adjust_brightness
      1 Overview	adjoint
      1 Overview	add_metrics
      1 Overview	add
      1 Overview	AdagradParameters
      1 Overview	AdadeltaOptimizer
      1 Overview	accuracy
      1 Overview	absolute_difference
      1 Overview	abs
      1 Overview	AbortedError
      1 overlap_and_add	rfft
      1 o	verify_tensor_all_finite
      1 Overflow	Brand
      1 o	VarianceScaling
      1 o	variables_initializer
      1 o	VariableScope
      1 o	variable_scope
      1 o	variable_op_scope
      1 o	variable_creator_scope
      1 o	variable_axis_size_partitioner
      1 o	VariableAggregation
      1 o	Variable
      1 o	variable
      1 o	var
      1 outside_compilation	replicate
      1 output_all_intermediates	o
      1 OutOfRangeError	PermissionDeniedError
      1 o	user_ops
      1 o	UpSampling3D
      1 o	UpSampling2D
      1 o	UpSampling1D
      1 o	update_sub
      1 o	update_add
      1 o	update
      1 o	UnitNorm
      1 o	unique
      1 o	UnionResolver
      1 o	uniform_unit_scaling_initializer
      1 o	unbatch
      1 o	tuple
      1 o	truncated_normal_initializer
      1 o	TruncatedNormal
      1 o	truncated_normal
      1 o	TruePositives
      1 o	TrueNegatives
      1 o	trainable_variables
      1 o	TPUStrategy
      1 o	TPUClusterResolver
      1 o	to_variant
      1 o	TopKCategoricalAccuracy
      1 o	top_k_categorical_accuracy
      1 o	to_int64
      1 o	to_int32
      1 o	to_float
      1 o	to_double
      1 o	to_dense
      1 o	to_complex64
      1 o	to_complex128
      1 o	to_categorical
      1 o	to_bfloat16
      1 o	TimeDistributed
      1 o	tile
      1 o	ThresholdedReLU
      1 o	ThreadingOptions
      1 otherwise	noted
      1 o	TFRecordWriter
      1 o	TFRecordReader
      1 o	TFConfigClusterResolver
      1 o	TextLineReader
      1 o	text
      1 o	TerminateOnNaN
      1 o	terminate_keras_multiprocessing_pools
      1 o	TensorServingInputReceiver
      1 o	TensorBoard
      1 o	temporal_padding
      1 o	take_while
      1 o	tables_initializer
      1 o	switch
      1 o	summary_scope
      1 o	summary
      1 o	Sum
      1 o	sum
      1 o	Subtract
      1 o	subtract
      1 o	substr
      1 o	string_to_number
      1 o	string_to_hash_bucket
      1 o	string_split
      1 o	stop_if_no_increase_hook
      1 o	stop_if_no_decrease_hook
      1 o	stop_if_lower_hook
      1 o	stop_if_higher_hook
      1 o	stop_gradient
      1 o	std
      1 o	StatsOptions
      1 o	StatsAggregator
      1 o	stat
      1 o	StackedRNNCells
      1 o	stack
      1 o	squared_hinge
      1 o	square
      1 o	sqrt
      1 o	SqlDataset
      1 o	spectral
      1 o	SpecificityAtSensitivity
      1 o	SpatialDropout3D
      1 o	SpatialDropout2D
      1 o	SpatialDropout1D
      1 o	spatial_3d_padding
      1 o	spatial_2d_padding
      1 o	SparseTopKCategoricalAccuracy
      1 o	sparse_top_k_categorical_accuracy
      1 o	sparse_to_dense
      1 o	SparseTensorValue
      1 o	sparse_split
      1 o	sparse_segment_sum
      1 o	sparse_segment_sqrt_n
      1 o	sparse_segment_mean
      1 o	sparse_reduce_sum_sparse
      1 o	sparse_reduce_sum
      1 o	sparse_reduce_max_sparse
      1 o	sparse_reduce_max
      1 o	sparse_placeholder
      1 o	sparse_merge
      1 o	sparse_matmul
      1 o	SparseConditionalAccumulator
      1 o	sparse_concat
      1 o	SparseCategoricalAccuracy
      1 o	sparse_categorical_accuracy
      1 o	sparse_add
      1 o	space_to_depth
      1 o	space_to_batch
      1 o	Softmax
      1 o	SlurmClusterResolver
      1 o	size
      1 o	sin
      1 o	SimpleRNNCell
      1 o	SimpleRNN
      1 o	SimpleClusterResolver
      1 o	sign
      1 o	shuffle_and_repeat
      1 o	SGD
      1 o	set_visible_devices
      1 o	set_virtual_device_configuration
      1 o	set_value
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      1 o	GlobalAveragePooling1D
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      1 o	GFile
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      1 o	get_local_variable
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      1 o	Generator
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      1 nextafter	not_equal
      1 New	to
      1 newsletter	Subscribe
      1 NewCheckpointReader	noisy_linear_cosine_decay
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      1 NASNetMobile	o
      1 NASNetLarge	o
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      1 name	for
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      1 Nadam	o
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      1 MultiWorkerMirroredStrategy	ParameterServerStrategy
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      1 MultiRNNCell	ResidualWrapper
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      1 multiply	o
      1 multiply_no_nan	negative
      1 multiply	multiply_no_nan
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      1 Multinomial	Normal
      1 MultiLabelHead	NanLossDuringTrainingError
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      1 MultiEnumClassFlag	MultiFlag
      1 MultiClassHead	MultiHead
      1 MSLE	o
      1 MSE	o
      1 moving_average_variables	o
      1 moving_average_update	o
      1 More	Resources
      1 More	Overview
      1 More	Models
      1 More	GitHub
      1 More	Community
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      1 monthly	newsletter
      1 MonitoredTrainingSession	natural_exp_decay
      1 MonitoredSession	StepContext
      1 MonitoredSession	MonitoredSession
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      1 Module	name_scope
      1 model_variables	o
      1 model_to_dot	o
      1 models	o
      1 Model	Sequential
      1 models	and
      1 model_from_yaml	o
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      1 ModeKeys	MultiClassHead
      1 MobileNetV2	o
      1 MobileNet	o
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      1 MkDir	Remove
      1 mkdir	o
      1 mixed_precision	o
      1 MixedPrecisionLossScaleOptimizer	queue_runner
      1 MirroredStrategy	OneDeviceStrategy
      1 MirroredStrategy	NcclAllReduce
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      1 minimum	reduce_max
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      1 MaxPooling1D	MaxPooling2D
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      1 Maximum	o
      1 matvec	normalize
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      1 MapVectorizationOptions	o
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      1 MAPE	o
      1 map_and_batch_with_legacy_function	RaggedTensorStructure
      1 map_and_batch	o
      1 manual_variable_initialization	o
      1 manip	Overview
      1 make_tensor_proto	map_fn
      1 make_template	o
      1 make_stop_at_checkpoint_step_hook	o
      1 make_saveable_from_iterator	o
      1 make_sampling_table	pad_sequences
      1 make_parse_example_spec	shared_embedding_columns
      1 make_parse_example_spec	numeric_column
      1 make_one_shot_iterator	TextLineDataset
      1 make_ndarray	make_tensor_proto
      1 make_initializable_iterator	make_one_shot_iterator
      1 make_early_stopping_hook	o
      1 makedirs	o
      1 MakeDirs	MkDir
      1 make_decorator	rewrap
      1 make_csv_dataset	o
      1 make_csv_dataset	map_and_batch_with_legacy_function
      1 make_batched_features_dataset	o
      1 make_batched_features_dataset	make_csv_dataset
      1 main	TestCase
      1 main_op_with_restore	predict_signature_def
      1 main_op	signature_constants
      1 main_op	Overview
      1 MAE	o
      1 lu	matmul
      1 lstsq	lu
      1 LSTMStateTuple	MultiRNNCell
      1 LSTM	o
      1 LSTM	LSTMCell
      1 LSTMCell	o
      1 LSTMCell	LSTMStateTuple
      1 LSTMCell	losses
      1 lower	ngrams
      1 LossScaleOptimizer	Policy
      1 LossScale	o
      1 Loss	o
      1 losses	o
      1 LooperThread	maybe_batch
      1 log_uniform_candidate_sampler	normal
      1 log_softmax	softmax
      1 log_softmax	max_pool
      1 log_sigmoid	maximum
      1 log_poisson_loss	log_softmax
      1 log	o
      1 logm	lstsq
      1 LogMessage	o
      1 log_loss	mean_pairwise_squared_error
      1 log	log_every_n
      1 log	log1p
      1 LogisticRegressionHead	ModeKeys
      1 log_if	set_verbosity
      1 logical_xor	log_sigmoid
      1 logical_or	logical_xor
      1 logical_not	logical_or
      1 logical_and	logical_not
      1 LoggingTensorHook	LogisticRegressionHead
      1 logging	Overview
      1 log_first_n	log_if
      1 log_every_n	log_first_n
      1 logdet	logm
      1 LogCosh	o
      1 logcosh	o
      1 LogCoshError	o
      1 log1p	logical_and
      1 local_variables	o
      1 local_variables_initializer	o
      1 local_response_normalization	log_poisson_loss
      1 LocallyConnected2D	o
      1 LocallyConnected1D	o
      1 local_conv2d	o
      1 local_conv1d	o
      1 load_variable	SequenceExample
      1 load	save
      1 load_resource	readahead_file_path
      1 load_op_library	make_ndarray
      1 load_model	o
      1 load	main_op_with_restore
      1 load_library	load_op_library
      1 load_img	NumpyArrayIterator
      1 load_from_saved_model	o
      1 load_file_system_library	o
      1 loader	Overview
      1 load_delegate	tf
      1 load_data	estimator
      1 load_checkpoint	load_variable
      1 LMDBReader	o
      1 Lite	for
      1 list_variables	load_checkpoint
      1 ListValue	o
      1 ListSerializer	mark_bool_flags_as_mutual_exclusive
      1 list_physical_devices	o
      1 ListParser	ListSerializer
      1 list_logical_devices	o
      1 listdir	o
      1 ListDirectory	MakeDirs
      1 linspace	load_library
      1 linear_to_mel_weight_matrix	mfccs_from_log_mel_spectrograms
      1 LinearSDCA	o
      1 LinearRegressor	regressor_parse_example_spec
      1 LinearRegressor	LoggingTensorHook
      1 LinearOperatorZeros	logdet
      1 LinearOperatorToeplitz	LinearOperatorZeros
      1 LinearOperatorScaledIdentity	LinearOperatorToeplitz
      1 LinearOperatorLowRankUpdate	LinearOperatorScaledIdentity
      1 LinearOperatorLowerTriangular	LinearOperatorLowRankUpdate
      1 LinearOperator	LinearOperatorAdjoint
      1 LinearOperatorKronecker	LinearOperatorLowerTriangular
      1 LinearOperatorInversion	LinearOperatorKronecker
      1 LinearOperatorIdentity	LinearOperatorInversion
      1 LinearOperatorHouseholder	LinearOperatorIdentity
      1 LinearOperatorFullMatrix	LinearOperatorHouseholder
      1 LinearOperatorDiag	LinearOperatorFullMatrix
      1 LinearOperatorComposition	LinearOperatorDiag
      1 LinearOperatorCirculant	LinearOperatorCirculant2D
      1 LinearOperatorCirculant3D	LinearOperatorComposition
      1 LinearOperatorCirculant2D	LinearOperatorCirculant3D
      1 LinearOperatorBlockDiag	LinearOperatorCirculant
      1 LinearOperatorAdjoint	LinearOperatorBlockDiag
      1 linear	o
      1 LinearModel	o
      1 linear_model	make_parse_example_spec
      1 linear_logit_fn_builder	export
      1 LinearCosineDecay	o
      1 linear_cosine_decay	LooperThread
      1 limit_epochs	linear_cosine_decay
      1 License	For
      1 License	and
      1 library	For
      1 Libraries	and
      1 lgamma	log
      1 less	o
      1 less	less_equal
      1 less_equal	o
      1 less_equal	lgamma
      1 length	split
      1 length	lower
      1 left_shift	right_shift
      1 lecun_uniform	Ones
      1 lecun_uniform	o
      1 lecun_normal	o
      1 lecun_normal	lecun_uniform
      1 learn	the
      1 Learn	More
      1 Learn	Introduction
      1 LearningRateScheduler	o
      1 LearningRateSchedule	PiecewiseConstantDecay
      1 learning_phase_scope	o
      1 learning_phase	o
      1 learned_unigram_candidate_sampler	log_uniform_candidate_sampler
      1 LeakyReLU	o
      1 leaky_relu	local_response_normalization
      1 lbeta	less
      1 layers	o
      1 Layer	o
      1 LayerNormalization	o
      1 Layer	MaxPooling1D
      1 LatestExporter	LinearClassifier
      1 latest_checkpoint	list_variables
      1 latency_stats	o
      1 Laplace	Multinomial
      1 Language_________	GitHub
      1 Language_________	
      1 Lambda	o
      1 LambdaCallback	o
      1 l2	o
      1 l2_normalize	lbeta
      1 l2_loss	leaky_relu
      1 l1	o
      1 L1L2	o
      1 l1_l2	o
      1 KubernetesClusterResolver	o
      1 KMeans	linear_logit_fn_builder
      1 KLD	o
      1 kl_divergence	Laplace
      1 KeyValueTensorInitializer	StaticHashTable
      1 keras_style_scope	set_keras_style
      1 KerasRegressor	tf
      1 KerasClassifier	KerasRegressor
      1 js	for
      1 join	length
      1 JobDef	TasksEntry
      1 JobDef	JobDef
      1 jit_scope	Introduction
      1 JavaScript	TensorFlow
      1 Java	Resources
      1 Java	is
      1 Java	BUTTON
      1 its	affiliates
      1 Iterator	make_initializable_iterator
      1 Iterator	load_img
      1 is_variable_initialized	o
      1 is_valid_signature	load
      1 is_tensor	linspace
      1 Issue	tracker
      1 is_strictly_increasing	l2_normalize
      1 is_sparse	o
      1 is_numeric_tensor	set_log_device_placement
      1 is_non_decreasing	is_strictly_increasing
      1 is_nested	map_structure
      1 is_nan	is_non_decreasing
      1 is	licensed
      1 is_keras_tensor	o
      1 is_jpeg	matching_files
      1 is_inf	is_nan
      1 is_gpu_available	main
      1 is_finite	is_inf
      1 isdir	o
      1 IsDirectory	ListDirectory
      1 is_built_with_rocm	is_gpu_available
      1 is_built_with_gpu_support	is_built_with_rocm
      1 is_built_with_cuda	is_built_with_gpu_support
      1 is	a
      1 irfft	irfft2d
      1 irfft3d	linear_to_mel_weight_matrix
      1 irfft2d	irfft3d
      1 IoT	TensorFlow
      1 IoT	For
      1 inv	LinearOperator
      1 invert_permutation	in_top_k
      1 invert	left_shift
      1 inverse_time_decay	limit_epochs
      1 InverseTimeDecay	LearningRateSchedule
      1 inverse_stft_window_fn	irfft
      1 inverse_stft	inverse_stft_window_fn
      1 InvalidArgumentError	NotFoundError
      1 int_shape	o
      1 Introduction	TensorFlow
      1 Introduction	New
      1 in_train_phase	o
      1 in_top_k	o
      1 in_top_k	log_softmax
      1 in_top_k	is_finite
      1 in	the
      1 in_test_phase	o
      1 intersection	size
      1 Interpreter	OpsSet
      1 InternalError	InvalidArgumentError
      1 InteractiveSession	o
      1 IntegerParser	ListParser
      1 Int64List	JobDef
      1 input	tf
      1 InputSpec	o
      1 inputs	Overview
      1 InputShapesEntry	MultiGraphNodeProto
      1 InputReplicationMode	in_cross_replica_context
      1 input_producer	inverse_time_decay
      1 InputPipelineConfig	RunConfig
      1 input	name
      1 Input	Model
      1 InputLayer	o
      1 input_layer	linear_model
      1 InputContext	InputReplicationMode
      1 input	Compat
      1 input	A
      1 InMemoryEvaluatorHook	o
      1 init_scope	is_tensor
      1 initialize_variables	o
      1 initialize_tpu_system	tf
      1 initialize_system	outside_compilation
      1 initializers	o
      1 Initializer	o
      1 Initializer	lecun_normal
      1 initialize	merge
      1 initialize_local_variables	o
      1 initialize_all_variables	o
      1 initialize_all_tables	o
      1 init_from_checkpoint	input_producer
      1 info	log
      1 indicator_column	make_parse_example_spec
      1 IndexedSlicesSpec	init_scope
      1 IndexedSlices	IndexedSlicesSpec
      1 in_cross_replica_context	MirroredStrategy
      1 InceptionV3	o
      1 InceptionResNetV2	o
      1 import	tensorflow
      1 import_meta_graph	init_from_checkpoint
      1 import_graph_def	tf
      1 img_to_array	Iterator
      1 imag	invert_permutation
      1 image	record_if
      1 Image	o
      1 image	initialize
      1 image_gradients	non_max_suppression
      1 ImageDataGenerator	img_to_array
      1 image_data_format	o
      1 IllegalFlagValueError	IntegerParser
      1 ignore_errors	o
      1 igamma	igammac
      1 igammac	imag
      1 ifftshift	inverse_stft
      1 ifft	ifft2d
      1 ifft3d	ifftshift
      1 ifft2d	ifft3d
      1 IdToStringEntry	profile
      1 identity	tf
      1 identity	stable
      1 IdentityReader	o
      1 Identity	o
      1 identity_n	IndexedSlices
      1 identity	input
      1 Identity	Initializer
      1 identity	identity_n
      1 identity	Except
      1 identity	a
      1 idct	ifft
      1 Huber	o
      1 huber_loss	log_loss
      1 hsv_to_rgb	image_gradients
      1 History	o
      1 HistogramProto	o
      1 histogram_fixed_width	histogram_fixed_width_bins
      1 histogram_fixed_width_bins	identity
      1 hinge	o
      1 hinge_loss	huber_loss
      1 HierarchicalCopyAllReduce	InputContext
      1 he_uniform	o
      1 he_uniform	Identity
      1 hessians	o
      1 hessians	histogram_fixed_width
      1 he_normal	o
      1 he_normal	he_uniform
      1 help	you
      1 Head	LatestExporter
      1 HDF5Matrix	o
      1 Has	the
      1 has_strategy	HierarchicalCopyAllReduce
      1 hashing_trick	one_hot
      1 hann_window	idct
      1 hamming_window	hann_window
      1 guidelines	Terms
      1 guide	Eager
      1 guarantee_const	hessians
      1 GRU	o
      1 GRU	GRUCell
      1 GRUCell	o
      1 GRUCell	LSTMCell
      1 GRUCell	LSTM
      1 group	guarantee_const
      1 group_by_window	o
      1 group_by_reducer	o
      1 greater	o
      1 greater	greater_equal
      1 greater_equal	o
      1 greater_equal	igamma
      1 grayscale_to_rgb	hsv_to_rgb
      1 GraphOptions	o
      1 GraphNodeProto	InputShapesEntry
      1 GraphNodeProto	GraphNodeProto
      1 GraphKeys	o
      1 Graph	group
      1 GraphDef	o
      1 grad_pass_through	Graph
      1 GradientTape	grad_pass_through
      1 gradients	GradientTape
      1 GradientDescentOptimizer	import_meta_graph
      1 GPUOptions	o
      1 gpu_device_name	is_built_with_cuda
      1 Google	Developers
      1 Google	and
      1 GlorotUniform	o
      1 glorot_uniform	he_normal
      1 GlorotNormal	o
      1 glorot_normal	glorot_uniform
      1 glob	o
      1 Glob	IsDirectory
      1 global_variables	o
      1 global_variables_initializer	o
      1 GlobalStepWaiterHook	Head
      1 global_step	GradientDescentOptimizer
      1 global_policy	LossScaleOptimizer
      1 global_norm	inv
      1 GlobalMaxPool3D	o
      1 GlobalMaxPool2D	o
      1 GlobalMaxPool1D	o
      1 GlobalAveragePooling3D	o
      1 GlobalAveragePooling2D	o
      1 GlobalAveragePooling1D	o
      1 GitHub	Twitter
      1 GitHub	TensorFlow
      1 GitHub	Return
      1 GitHub	Overview
      1 GitHub	Mark
      1 GFile	o
      1 gfile	o
      1 get_visible_devices	o
      1 get_virtual_device_configuration	o
      1 get_verbosity	info
      1 get_variable_scope	o
      1 get_variable	o
      1 get_value	o
      1 get_uid	o
      1 get_total_loss	hinge_loss
      1 get_tensor_from_tensor_info	is_valid_signature
      1 get_temp_dir	StubOutForTesting
      1 get_synchronous_execution	o
      1 get_summary_description	histogram
      1 get_structure	o
      1 get_strategy	has_strategy
      1 get_step	o
      1 get_static_value	gradients
      1 get_source_inputs	o
      1 get_soft_device_placement	set_soft_device_placement
      1 get_single_element	o
      1 get_session_tensor	o
      1 get_session	name_scope
      1 get_session_handle	o
      1 get_seed	o
      1 get_root_dir_with_all_resources	load_resource
      1 get_replica_context	get_strategy
      1 get_regularization_loss	get_regularization_losses
      1 get_regularization_losses	get_total_loss
      1 get_potentially_supported_ops	nn
      1 get_path_to_datafile	get_root_dir_with_all_resources
      1 get_output_types	Iterator
      1 get_output_shapes	get_output_types
      1 get_output_classes	get_output_shapes
      1 get_or_create_global_step	global_step
      1 get_next_as_optional	o
      1 get_memory_growth	o
      1 get_loss_reduction	MirroredStrategy
      1 get_losses	get_regularization_loss
      1 get_logger	get_static_value
      1 get_log_device_placement	is_numeric_tensor
      1 get_local_variable	o
      1 get_link_flags	tf
      1 get_lib	get_link_flags
      1 get_jit	o
      1 get_intra_op_parallelism_threads	o
      1 get_inter_op_parallelism_threads	o
      1 get_include	get_lib
      1 get_help_width	IllegalFlagValueError
      1 get_global_step	get_or_create_global_step
      1 get_global_generator	o
      1 get_file	o
      1 get_experimental_options	o
      1 get_device_policy	o
      1 get_default_session	o
      1 get_default_graph	o
      1 get_data_files_path	get_path_to_datafile
      1 get_custom_objects	o
      1 get_compile_flags	get_include
      1 get_collection_ref	o
      1 get_collection	o
      1 get_checkpoint_state	Int64List
      1 get_checkpoint_mtimes	get_global_step
      1 Generator	o
      1 GeneratorEnqueuer	o
      1 generate_checkpoint_state_proto	get_checkpoint_mtimes
      1 GCEClusterResolver	o
      1 GaussianNoise	o
      1 GaussianDropout	o
      1 gather_nd	o
      1 gather_nd	get_logger
      1 gather	gather_nd
      1 gamma	learned_unigram_candidate_sampler
      1 Gamma	kl_divergence
      1 fused_batch_norm	max_pool
      1 fundamentals	of
      1 function	o
      1 FunctionGraphs	o
      1 function	gather
      1 function_executor_type	tf
      1 FtrlOptimizer	generate_checkpoint_state_proto
      1 Ftrl	o
      1 from_variant	o
      1 from_dense	mask
      1 frame	hamming_window
      1 fractional_max_pool	l2_loss
      1 fractional_max_pool	fused_batch_norm
      1 forward_compatible	path_to_str
      1 forward_compatibility_horizon	forward_compatible
      1 for	mobile
      1 for	ML
      1 format	join
      1 For	example
      1 for	end
      1 For	details
      1 foldr	o
      1 foldr	function
      1 foldl	o
      1 foldl	foldr
      1 flush	histogram
      1 flush	get_verbosity
      1 floormod	greater
      1 floor	floordiv
      1 floor_div	o
      1 floordiv	floormod
      1 floatx	o
      1 FloatParser	get_help_width
      1 FloatList	get_checkpoint_state
      1 float32	a
      1 flip_up_down	grayscale_to_rgb
      1 flip_left_right	flip_up_down
      1 Flatten	o
      1 flatten	o
      1 flatten	Layer
      1 flatten	is_nested
      1 Flatten	flatten
      1 FlagValues	flag_dict_to_args
      1 flags	Overview
      1 FlagNameConflictsWithMethodError	FlagValues
      1 Flag	FlagNameConflictsWithMethodError
      1 flag_dict_to_args	FloatParser
      1 fixed_unigram_candidate_sampler	gamma
      1 fixed_size_partitioner	o
      1 FixedLossScale	o
      1 FixedLenSequenceFeature	is_jpeg
      1 FixedLengthRecordReader	o
      1 FixedLengthRecordDataset	Options
      1 FixedLengthRecordDataset	get_output_classes
      1 FixedLenFeature	FixedLenSequenceFeature
      1 fingerprint	foldl
      1 FinalOpsHook	GlobalStepWaiterHook
      1 FinalExporter	FinalOpsHook
      1 fill	fingerprint
      1 fill_empty_rows	from_dense
      1 FileWriter	FileWriterCache
      1 FileWriterCache	get_summary_description
      1 FileAndLine	StackTraceFilter
      1 FIFOQueue	PaddingFIFOQueue
      1 fftshift	frame
      1 fft	fft2d
      1 fft3d	fftshift
      1 fft2d	fft3d
      1 FeedFnHook	FinalExporter
      1 Feature	tf
      1 Features	Features
      1 Features	FeatureEntry
      1 FeatureLists	FeatureLists
      1 FeatureLists	FeatureListEntry
      1 FeatureList	FeatureLists
      1 FeatureListEntry	Features
      1 Feature	FeatureList
      1 FeatureEntry	FloatList
      1 fatal	flush
      1 FastGFile	Glob
      1 FalsePositives	o
      1 false_positives	false_positives_at_thresholds
      1 false_positives_at_thresholds	mean
      1 FalseNegatives	o
      1 false_negatives	false_negatives_at_thresholds
      1 false_negatives_at_thresholds	false_positives
      1 fake_quant_with_min_max_vars_per_channel_gradient	quantize
      1 fake_quant_with_min_max_vars_per_channel	fake_quant_with_min_max_vars_per_channel_gradient
      1 fake_quant_with_min_max_vars_gradient	fake_quant_with_min_max_vars_per_channel
      1 fake_quant_with_min_max_vars	fake_quant_with_min_max_vars_gradient
      1 fake_quant_with_min_max_args_gradient	fake_quant_with_min_max_vars
      1 fake_quant_with_min_max_args	fake_quant_with_min_max_args_gradient
      1 failureException	tf
      1 FailedPreconditionError	InternalError
      1 eye	o
      1 eye	fill_empty_rows
      1 eye	fill
      1 extract_volume_patches	eye
      1 extract_sub_graph	must_run_on_cpu
      1 extract_stack_file_and_line	FileAndLine
      1 extract_stack	extract_stack_file_and_line
      1 extract_patches	flip_left_right
      1 extract_jpeg_shape	FixedLenFeature
      1 extract_image_patches	o
      1 extract_glimpse	resize
      1 extract_glimpse	extract_patches
      1 extensions	Libraries
      1 extensions	Learn
      1 extensions	built
      1 Extended	for
      1 export_saved_model	o
      1 export	Overview
      1 ExportOutput	o
      1 export	o
      1 export_meta_graph	FtrlOptimizer
      1 Exporter	FeedFnHook
      1 exponential	o
      1 ExponentialMovingAverage	Feature
      1 Exponential	Gamma
      1 ExponentialDecay	InverseTimeDecay
      1 exponential_decay	export_meta_graph
      1 exp	o
      1 expm	global_norm
      1 expm1	floor
      1 exp	expm1
      1 Experimental	VirtualDevices
      1 experimental_set_strategy	get_replica_context
      1 experimental_run_functions_eagerly	get_soft_device_placement
      1 experimental_list_devices	experimental_run_functions_eagerly
      1 ExperimentalDebugInfo	o
      1 experimental_connect_to_host	experimental_list_devices
      1 experimental_connect_to_cluster	experimental_connect_to_host
      1 expand_dims	eye
      1 expand_dims	extract_volume_patches
      1 exists	o
      1 Exists	FastGFile
      1 execution	For
      1 executing_eagerly	expand_dims
      1 exception_type_from_error_code	raise_exception_on_not_ok_status
      1 Except	as
      1 example	import
      1 Example	ExponentialMovingAverage
      1 Event	o
      1 EvalSpec	Exporter
      1 eval	o
      1 EstimatorSpec	EvalSpec
      1 estimator	o
      1 Estimator	LinearClassifier
      1 Estimator	EstimatorSpec
      1 Error	Flag
      1 error	fatal
      1 error_code_from_exception_type	exception_type_from_error_code
      1 erf	erfc
      1 erfc	exp
      1 equal	o
      1 equal	erf
      1 epsilon	o
      1 EnumParser	Error
      1 EnumFlag	EnumParser
      1 enumerate_dataset	o
      1 EnumClassParser	EnumFlag
      1 EnumClassFlag	EnumClassParser
      1 ensure_shape	executing_eagerly
      1 end	to
      1 end	ML
      1 encode_wav	tf
      1 encode_proto	extract_jpeg_shape
      1 encode_png	extract_glimpse
      1 encode_jpeg	encode_proto
      1 encode_base64	encode_jpeg
      1 enable_v2_tensorshape	o
      1 enable_v2_behavior	o
      1 enable_tensor_equality	o
      1 enable_resource_variables	o
      1 enable_mixed_precision_graph_rewrite	o
      1 enable_mixed_precision_graph_rewrite	MixedPrecisionLossScaleOptimizer
      1 enable_eager_execution	o
      1 enable_control_flow_v2	o
      1 Embedding	o
      1 EmbeddingConfigSpec	o
      1 embedding_column	shared_embedding_columns
      1 embedding_column	indicator_column
      1 embedded	devices
      1 ELU	o
      1 elu	embedding_lookup
      1 einsum	ensure_shape
      1 eigvalsh	expm
      1 eigh	eigvalsh
      1 Educational	resources
      1 edit_distance	einsum
      1 Ecosystem	of
      1 EarlyStopping	o
      1 Eager	execution
      1 dynamic_stitch	edit_distance
      1 dynamic_rnn	TFLiteLSTMCell
      1 dynamic_rnn	embedding_lookup
      1 dynamic_partition	dynamic_stitch
      1 DynamicLossScale	o
      1 DuplicateFlagError	EnumClassFlag
      1 dtype	tf
      1 DType	saturate_cast
      1 dtype	o
      1 DropoutWrapper	GRUCell
      1 Dropout	o
      1 dropout	o
      1 dropout	Flatten
      1 dropout	elu
      1 dropout	dynamic_rnn
      1 Dropout	dropout
      1 draw_bounding_boxes	extract_glimpse
      1 draw_bounding_boxes	encode_png
      1 Dot	o
      1 do_quantize_training_on_graphdef	exponential_decay
      1 do_not_convert	o
      1 doc_to_help	DuplicateFlagError
      1 dnn_logit_fn_builder	KMeans
      1 divide_no_nan	equal
      1 divide	divide_no_nan
      1 distributions	Overview
      1 Distribution	Exponential
      1 DistributeOptions	o
      1 disclaim_key_flags	doc_to_help
      1 disable_v2_tensorshape	o
      1 disable_v2_behavior	o
      1 disable_tensor_equality	o
      1 disable_resource_variables	o
      1 disable_mixed_precision_graph_rewrite	o
      1 disable_mixed_precision_graph_rewrite	enable_mixed_precision_graph_rewrite
      1 disable_eager_execution	o
      1 disable_control_flow_v2	o
      1 DirichletMultinomial	Distribution
      1 Dirichlet	DirichletMultinomial
      1 DirectoryIterator	ImageDataGenerator
      1 dimension_value	forward_compatibility_horizon
      1 Dimension	o
      1 dimension_at_index	dimension_value
      1 digamma	divide
      1 difference	intersection
      1 diag_part	eigh
      1 diag	diag_part
      1 DeviceWrapper	DropoutWrapper
      1 DeviceSpec	o
      1 DeviceSpec	dynamic_partition
      1 devices	For
      1 device	o
      1 device	DeviceSpec
      1 DeviceCountEntry	o
      1 DeviceAssignment	o
      1 Developers	Site
      1 det	diag
      1 details	see
      1 deserialize_many_sparse	encode_base64
      1 deserialize_keras_object	o
      1 deserialize	ExponentialDecay
      1 dequantize	fake_quant_with_min_max_args
      1 DepthwiseConv2D	o
      1 depthwise_conv2d_native	dilation2d
      1 depthwise_conv2d	depthwise_conv2d_native
      1 depthwise_conv2d	depthwise_conv2d_backprop_filter
      1 depthwise_conv2d_backprop_input	depth_to_space
      1 depthwise_conv2d_backprop_filter	depthwise_conv2d_backprop_input
      1 depth_to_space	o
      1 depth_to_space	dilation2d
      1 dense_to_sparse_batch	o
      1 Dense	o
      1 DenseNet201	o
      1 DenseNet169	o
      1 DenseNet121	o
      1 DenseHashTable	tf
      1 DenseFeatures	o
      1 DenseFeatures	GRU
      1 dense	Dropout
      1 Dense	dense
      1 delete_session_tensor	o
      1 DeleteRecursively	Exists
      1 DEFINE_string	disclaim_key_flags
      1 DEFINE_spaceseplist	DEFINE_string
      1 DEFINE_multi_string	DEFINE_spaceseplist
      1 DEFINE_multi_integer	DEFINE_multi_string
      1 DEFINE_multi_float	DEFINE_multi_integer
      1 DEFINE_multi_enum	DEFINE_multi_enum_class
      1 DEFINE_multi_enum_class	DEFINE_multi_float
      1 DEFINE_multi	DEFINE_multi_enum
      1 DEFINE_list	DEFINE_multi
      1 DEFINE_integer	DEFINE_list
      1 DEFINE_float	DEFINE_integer
      1 DEFINE_flag	DEFINE_float
      1 DEFINE_enum	DEFINE_enum_class
      1 DEFINE_enum_class	DEFINE_flag
      1 DEFINE	DEFINE_alias
      1 DEFINE_bool	DEFINE_enum
      1 DEFINE_alias	DEFINE_bool
      1 decode_wav	encode_wav
      1 decode_raw	o
      1 decode_raw	deserialize_many_sparse
      1 decode_proto	decode_raw
      1 decode_png	decode_proto
      1 decode_json_example	decode_png
      1 decode_jpeg	decode_json_example
      1 decode_image	decode_jpeg
      1 decode_gif	decode_image
      1 decode_csv	o
      1 decode_csv	decode_gif
      1 decode_compressed	decode_csv
      1 decode_bmp	decode_compressed
      1 decode_base64	decode_bmp
      1 decode_and_crop_jpeg	decode_base64
      1 declare_key_flag	DEFINE
      1 debug	error
      1 DeadlineExceededError	FailedPreconditionError
      1 dct	fft
      1 datasets	Tools
      1 datasets	Pre
      1 DatasetSpec	FixedLengthRecordDataset
      1 datasets	o
      1 datasets	built
      1 Dataset	FixedLengthRecordDataset
      1 Dataset	DatasetSpec
      1 DataLossError	DeadlineExceededError
      1 CustomObjectScope	o
      1 custom_object_scope	o
      1 custom_gradient	device
      1 CurrentModuleFilter	extract_stack
      1 cumulative_logsumexp	digamma
      1 cumsum	o
      1 cumsum	cumulative_logsumexp
      1 cumprod	o
      1 cumprod	cumsum
      1 CuDNNLSTM	DenseFeatures
      1 CuDNNGRU	CuDNNLSTM
      1 ctc_unique_labels	depthwise_conv2d
      1 ctc_loss	depthwise_conv2d
      1 ctc_loss	ctc_unique_labels
      1 ctc_label_dense_to_sparse	o
      1 ctc_greedy_decoder	ctc_loss
      1 ctc_decode	o
      1 ctc_beam_search_decoder	ctc_loss
      1 ctc_beam_search_decoder	ctc_greedy_decoder
      1 ctc_batch_cost	o
      1 CSVLogger	o
      1 CsvListSerializer	declare_key_flag
      1 CsvDataset	o
      1 CsvDataset	make_batched_features_dataset
      1 CrossShardOptimizer	cross_replica_sum
      1 cross_replica_sum	initialize_system
      1 cross_hashed	expand_dims
      1 crossed_column	embedding_column
      1 CrossDeviceOps	experimental_set_strategy
      1 cross	det
      1 cross	cross_hashed
      1 crop_to_bounding_box	draw_bounding_boxes
      1 Cropping3D	o
      1 Cropping2D	o
      1 Cropping1D	o
      1 crop_and_resize	draw_bounding_boxes
      1 crop_and_resize	crop_to_bounding_box
      1 CriticalSection	custom_gradient
      1 Creative	Commons
      1 create_rng_state	o
      1 create_partitioned_variables	o
      1 create_noop_writer	flush
      1 create_local_cluster	gpu_device_name
      1 create_global_step	do_quantize_training_on_graphdef
      1 create_file_writer	create_noop_writer
      1 count_up_to	o
      1 count_params	o
      1 count_nonzero	o
      1 count_nonzero	cumprod
      1 Counter	o
      1 Counter	CsvDataset
      1 cos	o
      1 cosine_similarity	o
      1 cosine_distance	get_losses
      1 CosineDecayRestarts	o
      1 cosine_decay_restarts	create_global_step
      1 CosineDecay	o
      1 cosine_decay	cosine_decay_restarts
      1 cosh	count_nonzero
      1 cos	cosh
      1 core	open
      1 core	CrossShardOptimizer
      1 copy_to_device	o
      1 copy	o
      1 Copy	DeleteRecursively
      1 CooSparse	o
      1 Coordinator	Example
      1 conv_transpose	crelu
      1 convolution	crelu
      1 convolution	conv_transpose
      1 ConvLSTM2D	o
      1 convert_variables_to_constants	extract_sub_graph
      1 convert_to_tensor_or_sparse_tensor	o
      1 convert_to_tensor_or_indexed_slices	o
      1 convert_to_tensor	o
      1 convert_to_tensor	CriticalSection
      1 convert_stack	CurrentModuleFilter
      1 convert_op_hints_to_stubs	get_potentially_supported_ops
      1 convert_image_dtype	crop_and_resize
      1 convert_all_kernels_in_model	o
      1 Conv3DTranspose	o
      1 conv3d_transpose	Dense
      1 Conv3DTranspose	conv3d_transpose
      1 Conv3D	o
      1 conv3d	o
      1 conv3d	Conv3DTranspose
      1 conv3d	conv3d_transpose
      1 conv3d	conv3d_backprop_filter
      1 Conv3D	conv3d
      1 conv3d_backprop_filter	conv3d_transpose
      1 Conv2DTranspose	o
      1 conv2d_transpose	o
      1 conv2d_transpose	Conv3D
      1 Conv2DTranspose	conv2d_transpose
      1 Conv2D	o
      1 conv2d	o
      1 conv2d	Conv2DTranspose
      1 conv2d	conv2d_transpose
      1 conv2d	conv2d_backprop_filter
      1 Conv2D	conv2d
      1 conv2d_backprop_input	conv2d_transpose
      1 conv2d_backprop_filter	conv2d_backprop_input
      1 conv1d_transpose	conv2d
      1 Conv1D	o
      1 conv1d	o
      1 conv1d	Conv2D
      1 conv1d	conv2d
      1 conv1d	conv1d_transpose
      1 Conv1D	conv1d
      1 control_flow_v2_enabled	o
      1 control_dependencies	convert_to_tensor
      1 contents	as
      1 content	of
      1 contains_saved_model	load
      1 contains_saved_model	get_tensor_from_tensor_info
      1 container	o
      1 constraints	o
      1 Constraint	o
      1 constant_value	placeholder
      1 constant	map_flat_values
      1 constant_initializer	control_dependencies
      1 Constant	glorot_normal
      1 constant	constant_initializer
      1 connected	Blog
      1 conj	cos
      1 confusion_matrix	o
      1 confusion_matrix	conj
      1 ConfigProto	o
      1 ConfigProto	Experimental
      1 ConfigProto	DeviceCountEntry
      1 cond	o
      1 ConditionalAccumulator	o
      1 ConditionalAccumulatorBase	o
      1 cond	constant
      1 Concatenate	o
      1 concat	cross
      1 concat	cond
      1 compute_weighted_loss	cosine_distance
      1 compute_gradient_error	get_temp_dir
      1 compute_gradient	create_local_cluster
      1 compute_gradient	compute_gradient_error
      1 compute_average_loss	conv1d
      1 compute_accidental_hits	compute_average_loss
      1 components	Swift
      1 complex	DType
      1 compile	o
      1 compat	v2
      1 compat	v1
      1 Compat	aliases
      1 community	Tools
      1 Commons	Attribution
      1 combined_non_max_suppression	convert_image_dtype
      1 colocate_with	o
      1 CollectiveCommunication	o
      1 CollectionDefEntry	o
      1 collapse_repeated	compute_accidental_hits
      1 code	samples
      1 ClusterSpec	Coordinator
      1 ClusterResolver	o
      1 cluster_resolver	o
      1 ClusterDef	ClusterSpec
      1 clone_model	o
      1 clip	o
      1 clip_by_value	concat
      1 clip_by_norm	clip_by_value
      1 clip_by_global_norm	clip_by_norm
      1 clip_by_average_norm	o
      1 clear_session	o
      1 classification_signature_def	contains_saved_model
      1 ClassificationOutput	o
      1 choose_from_datasets	o
      1 choose_from_datasets	Counter
      1 cholesky_solve	cross
      1 cholesky	cholesky_solve
      1 ChiefSessionCreator	cosine_decay
      1 checkpoints_iterator	ClusterDef
      1 CheckpointSaverListener	classifier_parse_example_spec
      1 CheckpointSaverHook	CheckpointSaverListener
      1 CheckpointManager	checkpoints_iterator
      1 CheckpointInputPipelineHook	o
      1 checkpoint_exists	ChiefSessionCreator
      1 Checkpoint	CheckpointManager
      1 Checkpoint	checkpoint_exists
      1 check_numerics	get_log_device_placement
      1 CheckersEntry	advise
      1 Checker	AdviceProto
      1 CentralStorageStrategy	o
      1 CentralStorageStrategy	MultiWorkerMirroredStrategy
      1 central_crop	combined_non_max_suppression
      1 ceil	confusion_matrix
      1 categorical_hinge	o
      1 categorical	fixed_unigram_candidate_sampler
      1 Categorical	Dirichlet
      1 categorical_column_with_vocabulary_list	crossed_column
      1 categorical_column_with_vocabulary_file	input_layer
      1 categorical_column_with_vocabulary_file	categorical_column_with_vocabulary_list
      1 categorical_column_with_identity	categorical_column_with_vocabulary_file
      1 categorical_column_with_hash_bucket	categorical_column_with_identity
      1 CategoricalAccuracy	o
      1 categorical_accuracy	o
      1 cast_to_floatx	o
      1 cast	o
      1 cast	complex
      1 case	o
      1 case	clip_by_global_norm
      1 cardinality	o
      1 CantOpenFlagFileError	CsvListSerializer
      1 CancelledError	DataLossError
      1 call_logit_fn	o
      1 callbacks	o
      1 Callback	o
      1 bytes_split	format
      1 bytes_produced_stats	o
      1 BytesList	Checkpoint
      1 by	Google
      1 BUTTON	Language_________
      1 BUTTON	BUTTON
      1 ____________________	BUTTON
      1 built	on
      1 built	by
      1 build_tensor_info	classification_signature_def
      1 build_signature_def	build_tensor_info
      1 build_raw_supervised_input_receiver_fn	o
      1 build_raw_serving_input_receiver_fn	o
      1 build_parsing_serving_input_receiver_fn	o
      1 builder	Overview
      1 Builder	build_signature_def
      1 bucketized_column	categorical_column_with_hash_bucket
      1 bucket_by_sequence_length	o
      1 broadcast_to	case
      1 broadcast_static_shape	broadcast_to
      1 broadcast_dynamic_shape	broadcast_static_shape
      1 Brand	guidelines
      1 BoostedTreesRegressor	CheckpointSaverHook
      1 BoostedTreesEstimator	BoostedTreesRegressor
      1 BoostedTreesClassifier	BoostedTreesEstimator
      1 BooleanParser	CantOpenFlagFileError
      1 boolean_mask	o
      1 boolean_mask	constant
      1 boolean_mask	broadcast_dynamic_shape
      1 BooleanFlag	BooleanParser
      1 Blog	GitHub
      1 bitwise_xor	invert
      1 bitwise_or	bitwise_xor
      1 bitwise_and	bitwise_or
      1 bitcast	boolean_mask
      1 bincount	o
      1 bincount	ceil
      1 BinaryClassHead	BoostedTreesClassifier
      1 BinaryAccuracy	o
      1 binary_accuracy	o
      1 Bidirectional	o
      1 bidirectional_dynamic_rnn	conv1d
      1 bias_add	o
      1 bias_add	collapse_repeated
      1 bfloat16_scope	core
      1 betainc	bincount
      1 Beta	Categorical
      1 BestExporter	BinaryClassHead
      1 bessel_i1e	betainc
      1 bessel_i1	bessel_i1e
      1 bessel_i0e	bessel_i1
      1 bessel_i0	bessel_i0e
      1 Bernoulli	Beta
      1 benchmark_config	compute_gradient
      1 Benchmark	benchmark_config
      1 batch_to_space	o
      1 batch_to_space_nd	o
      1 batch_to_space	bitcast
      1 batch_set_value	o
      1 batch_scatter_update	o
      1 batch_parallel	bfloat16_scope
      1 batch_norm_with_global_normalization	bidirectional_dynamic_rnn
      1 batch_norm_with_global_normalization	bias_add
      1 BatchNormalization	o
      1 batch_normalization	o
      1 BatchNormalization	CuDNNGRU
      1 batch_normalization	Conv1D
      1 batch_normalization	batch_norm_with_global_normalization
      1 BatchNormalization	batch_normalization
      1 batch_join	Checkpoint
      1 batch_get_value	o
      1 batch_gather	o
      1 batch_flatten	o
      1 batch_dot	o
      1 batch	batch_join
      1 basic_train_loop	batch
      1 BasicRNNCell	DeviceWrapper
      1 BasicLSTMCell	BasicRNNCell
      1 BaseLogger	o
      1 BaseListParser	BooleanFlag
      1 BaselineRegressor	classifier_parse_example_spec
      1 BaselineRegressor	BestExporter
      1 band_part	cholesky
      1 avg_pool	batch_norm_with_global_normalization
      1 avg_pool	avg_pool1d
      1 avg_pool3d	batch_normalization
      1 avg_pool2d	avg_pool3d
      1 avg_pool1d	avg_pool2d
      1 average_precision_at_k	false_negatives
      1 AveragePooling3D	o
      1 average_pooling3d	BatchNormalization
      1 AveragePooling3D	average_pooling1d
      1 AveragePooling2D	o
      1 AveragePooling2D	AveragePooling3D
      1 average_pooling2d	average_pooling3d
      1 AveragePooling1D	o
      1 AveragePooling1D	AveragePooling2D
      1 average_pooling1d	average_pooling2d
      1 Average	o
      1 average	o
      1 Audio	o
      1 audio	FileWriter
      1 audio	create_file_writer
      1 AUC	o
      1 auc	average_precision_at_k
      1 AttrValue	o
      1 AttrValue	ListValue
      1 Attribution	4
      1 Attention	o
      1 atrous_conv2d_transpose	avg_pool
      1 atrous_conv2d	atrous_conv2d_transpose
      1 a	tf
      1 a	tensor
      1 atanh	bessel_i0
      1 atan	atan2
      1 atan2	val0
      1 atan2	atanh
      1 as	tf
      1 as_text	dimension_at_index
      1 as_string	bytes_split
      1 as_str_any	as_text
      1 assign_sub	o
      1 assign	o
      1 assign_add	o
      1 Asset	contains_saved_model
      1 assert_variables_initialized	o
      1 assert_type	o
      1 assert_type	check_numerics
      1 assert_shapes	o
      1 assert_shapes	assert_type
      1 assert_scalar	o
      1 assert_scalar	assert_shapes
      1 assert_same_structure	flatten
      1 assert_same_float_dtype	assert_scalar
      1 assert_rank	o
      1 assert_rank_in	o
      1 assert_rank_in	assert_same_float_dtype
      1 assert_rank_at_least	o
      1 assert_rank_at_least	assert_rank_in
      1 assert_rank	assert_rank_at_least
      1 assert_proper_iterable	assert_rank
      1 assert_positive	o
      1 assert_positive	assert_proper_iterable
      1 assert_non_positive	o
      1 assert_non_positive	assert_positive
      1 assert_non_negative	o
      1 assert_non_negative	assert_non_positive
      1 assert_none_equal	o
      1 assert_none_equal	assert_non_negative
      1 assert_negative	o
      1 assert_negative	assert_none_equal
      1 assert_near	o
      1 assert_near	assert_negative
      1 assert_less	o
      1 assert_less_equal	o
      1 assert_less_equal	assert_near
      1 assert_less	assert_less_equal
      1 assert_integer	o
      1 assert_integer	assert_less
      1 assert_greater	o
      1 assert_greater_equal	o
      1 assert_greater_equal	assert_integer
      1 assert_greater	assert_greater_equal
      1 assert_global_step	basic_train_loop
      1 assert_equal	o
      1 assert_equal_graph_def	compute_gradient
      1 assert_equal_graph_def	Benchmark
      1 assert_equal	assert_greater
      1 Assert	assert_all_finite
      1 assert_all_finite	assert_equal
      1 as	otherwise
      1 asinh	atan
      1 asin	asinh
      1 as_dtype	cast
      1 as_bytes	as_str_any
      1 array_to_img	DirectoryIterator
      1 ArgumentSerializer	BaseListParser
      1 ArgumentParser	ArgumentSerializer
      1 argsort	batch_to_space
      1 Args	input
      1 arg_min	o
      1 argmin	asin
      1 arg_max	o
      1 argmax	argmin
      1 are	licensed
      1 a	registered
      1 arange	o
      1 a	print
      1 app	Overview
      1 apply_channel_shift	array_to_img
      1 apply_brightness_shift	apply_channel_shift
      1 apply_affine_transform	apply_brightness_shift
      1 applications	o
      1 API	TensorFlow
      1 API	More
      1 API	API
      1 Apache	2
      1 any	o
      1 a	numpy
      1 angle	argmax
      1 and	the
      1 and	or
      1 and	extensions
      1 and	embedded
      1 and	datasets
      1 and	contents
      1 and	code
      1 A	name
      1 AlreadyExistsError	CancelledError
      1 AlphaDropout	o
      1 all_variables	o
      1 all_v2_summary_ops	audio
      1 All	Symbols
      1 all	o
      1 all_candidate_sampler	categorical
      1 aliases	tf
      1 a_identity	tf
      1 a_identity	numpy
      1 AggregationMethod	argsort
      1 affiliates	Stay
      1 advise	GraphNodeProto
      1 AdviceProto	CheckersEntry
      1 AdviceProto	Checker
      1 AdviceProto	AdviceProto
      1 adopt_module_key_flags	ArgumentParser
      1 adjust_saturation	central_crop
      1 adjust_jpeg_quality	adjust_saturation
      1 adjust_hue	adjust_jpeg_quality
      1 adjust_gamma	adjust_hue
      1 adjust_contrast	adjust_gamma
      1 adjust_brightness	adjust_contrast
      1 adjoint	band_part
      1 add_to_collections	o
      1 add_to_collection	o
      1 add_queue_runner	assert_global_step
      1 Add	o
      1 add	o
      1 add_n	angle
      1 add_metrics	BaselineClassifier
      1 add_loss	compute_weighted_loss
      1 AdditiveAttention	o
      1 add	concat
      1 add_check_numerics_ops	o
      1 add	add_n
      1 AdamParameters	embedding_column
      1 AdamOptimizer	add_queue_runner
      1 Adam	o
      1 Adamax	o
      1 AdagradParameters	AdamParameters
      1 AdagradOptimizer	AdamOptimizer
      1 Adagrad	o
      1 AdagradDAOptimizer	AdagradOptimizer
      1 AdadeltaOptimizer	AdagradDAOptimizer
      1 Adadelta	o
      1 ActivityRegularization	o
      1 activations	o
      1 Activation	o
      1 acosh	add
      1 acos	acosh
      1 Accuracy	o
      1 accuracy	auc
      1 accumulate_n	acos
      1 AbstractRNNCell	o
      1 absolute_difference	add_loss
      1 abs	o
      1 abs	accumulate_n
      1 AbortedError	AlreadyExistsError
      1 7853982	print
      1 7853982	Args
      1 4	0
     13 experimental	o
      1 32px	png
     12 Overview	decode_predictions
     12 decode_predictions	preprocess_input
      1 2	0
      1 1	version
     11 preprocess_input	o
      1 1	dtype
      1 0	tf
      1 0	Python
      1 0	Overview
    102 Overview	o