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  • API r1.3
  • Install
  • Develop
  • API r1.3
  • Deploy
  • Extend
  • Community
  • Versions
  • TFRC
  • GitHub
  • Overview r1.3
  • Python API r1.3
    • Python API Guides
      • Tensor Transformations
      • Asserts and boolean checks
      • Running Graphs
      • Constants, Sequences, and Random Values
      • BayesFlow Entropy (contrib)
      • BayesFlow Monte Carlo (contrib)
      • BayesFlow Stochastic Graph (contrib)
      • BayesFlow Stochastic Tensors (contrib)
      • BayesFlow Variational Inference (contrib)
      • Copying Graph Elements (contrib)
      • CRF (contrib)
      • Random variable transformations (contrib)
      • Statistical Distributions (contrib)
      • FFmpeg (contrib)
      • Framework (contrib)
      • Graph Editor (contrib)
      • Integrate (contrib)
      • Layers (contrib)
      • Learn (contrib)
      • Linear Algebra (contrib)
      • Losses (contrib)
      • Metrics (contrib)
      • Optimization (contrib)
      • RNN and Cells (contrib)
      • Seq2seq Library (contrib)
      • Staging (contrib)
      • Training (contrib)
      • Utilities (contrib)
      • Control Flow
      • Building Graphs
      • Higher Order Functions
      • Histograms
      • Images
      • Python API Guides
      • Inputs and Readers
      • Math
      • Exporting and Importing a MetaGraph
      • Neural Network
      • Data IO (Python functions)
      • Reading data
      • Wraps python functions
      • Tensor Handle Operations
      • Sparse Tensors
      • Spectral Functions
      • Variables
      • Strings
      • Summary Operations
      • Testing
      • TensorFlow Debugger
      • Training
    • Overview r1.3
    • tf
      • Overview
      • abs
      • accumulate_n
      • acos
      • acosh
      • add
      • add_check_numerics_ops
      • add_n
      • add_to_collection
      • AggregationMethod
      • all_variables
      • argmax
      • argmin
      • arg_max
      • arg_min
      • asin
      • asinh
      • Assert
      • assert_equal
      • assert_greater
      • assert_greater_equal
      • assert_integer
      • assert_less
      • assert_less_equal
      • assert_negative
      • assert_none_equal
      • assert_non_negative
      • assert_non_positive
      • assert_positive
      • assert_proper_iterable
      • assert_rank
      • assert_rank_at_least
      • assert_same_float_dtype
      • assert_scalar
      • assert_type
      • assert_variables_initialized
      • assign
      • assign_add
      • assign_sub
      • as_dtype
      • as_string
      • atan
      • atan2
      • atanh
      • AttrValue
      • AttrValue.ListValue
      • batch_to_space
      • batch_to_space_nd
      • betainc
      • bincount
      • bitcast
      • boolean_mask
      • broadcast_dynamic_shape
      • broadcast_static_shape
      • case
      • cast
      • ceil
      • check_numerics
      • cholesky
      • cholesky_solve
      • clip_by_average_norm
      • clip_by_global_norm
      • clip_by_norm
      • clip_by_value
      • colocate_with
      • complex
      • concat
      • cond
      • ConditionalAccumulator
      • ConditionalAccumulatorBase
      • ConfigProto
      • ConfigProto.DeviceCountEntry
      • confusion_matrix
      • conj
      • constant
      • constant_initializer
      • container
      • control_dependencies
      • convert_to_tensor
      • convert_to_tensor_or_indexed_slices
      • convert_to_tensor_or_sparse_tensor
      • cos
      • cosh
      • count_nonzero
      • count_up_to
      • create_partitioned_variables
      • cross
      • cumprod
      • cumsum
      • decode_base64
      • decode_csv
      • decode_json_example
      • decode_raw
      • delete_session_tensor
      • depth_to_space
      • dequantize
      • deserialize_many_sparse
      • device
      • DeviceSpec
      • diag
      • diag_part
      • digamma
      • Dimension
      • div
      • divide
      • DType
      • dynamic_partition
      • dynamic_stitch
      • edit_distance
      • einsum
      • encode_base64
      • equal
      • erf
      • erfc
      • Event
      • exp
      • expand_dims
      • expm1
      • extract_image_patches
      • eye
      • fake_quant_with_min_max_args
      • fake_quant_with_min_max_args_gradient
      • fake_quant_with_min_max_vars
      • fake_quant_with_min_max_vars_gradient
      • fake_quant_with_min_max_vars_per_channel
      • fake_quant_with_min_max_vars_per_channel_gradient
      • fft
      • fft2d
      • fft3d
      • FIFOQueue
      • fill
      • FixedLenFeature
      • FixedLengthRecordReader
      • FixedLenSequenceFeature
      • fixed_size_partitioner
      • floor
      • floordiv
      • floormod
      • floor_div
      • foldl
      • foldr
      • gather
      • gather_nd
      • get_collection
      • get_collection_ref
      • get_default_graph
      • get_default_session
      • get_local_variable
      • get_seed
      • get_session_handle
      • get_session_tensor
      • get_variable
      • get_variable_scope
      • global_norm
      • global_variables
      • global_variables_initializer
      • glorot_normal_initializer
      • glorot_uniform_initializer
      • GPUOptions
      • gradients
      • Graph
      • GraphDef
      • GraphKeys
      • GraphOptions
      • greater
      • greater_equal
      • group
      • hessians
      • HistogramProto
      • histogram_fixed_width
      • identity
      • IdentityReader
      • ifft
      • ifft2d
      • ifft3d
      • igamma
      • igammac
      • imag
      • import_graph_def
      • IndexedSlices
      • initialize_all_tables
      • initialize_all_variables
      • initialize_local_variables
      • initialize_variables
      • InteractiveSession
      • invert_permutation
      • is_finite
      • is_inf
      • is_nan
      • is_non_decreasing
      • is_numeric_tensor
      • is_strictly_increasing
      • is_variable_initialized
      • lbeta
      • less
      • less_equal
      • lgamma
      • lin_space
      • LMDBReader
      • load_file_system_library
      • load_op_library
      • local_variables
      • local_variables_initializer
      • log
      • log1p
      • logical_and
      • logical_not
      • logical_or
      • logical_xor
      • LogMessage
      • log_sigmoid
      • make_ndarray
      • make_template
      • make_tensor_proto
      • map_fn
      • matching_files
      • matmul
      • matrix_band_part
      • matrix_determinant
      • matrix_diag
      • matrix_diag_part
      • matrix_inverse
      • matrix_set_diag
      • matrix_solve
      • matrix_solve_ls
      • matrix_transpose
      • matrix_triangular_solve
      • maximum
      • meshgrid
      • MetaGraphDef
      • MetaGraphDef.CollectionDefEntry
      • MetaGraphDef.MetaInfoDef
      • MetaGraphDef.SignatureDefEntry
      • minimum
      • min_max_variable_partitioner
      • model_variables
      • moving_average_variables
      • multinomial
      • multiply
      • NameAttrList
      • NameAttrList.AttrEntry
      • name_scope
      • negative
      • NodeDef
      • NodeDef.AttrEntry
      • NoGradient
      • norm
      • not_equal
      • no_op
      • no_regularizer
      • ones
      • ones_initializer
      • ones_like
      • one_hot
      • Operation
      • OpError
      • OptimizerOptions
      • op_scope
      • orthogonal_initializer
      • pad
      • PaddingFIFOQueue
      • parallel_stack
      • parse_example
      • parse_single_example
      • parse_single_sequence_example
      • parse_tensor
      • placeholder
      • placeholder_with_default
      • polygamma
      • pow
      • Print
      • PriorityQueue
      • py_func
      • qr
      • quantized_concat
      • quantize_v2
      • QueueBase
      • RandomShuffleQueue
      • random_crop
      • random_gamma
      • random_normal
      • random_normal_initializer
      • random_poisson
      • random_shuffle
      • random_uniform
      • random_uniform_initializer
      • range
      • rank
      • ReaderBase
      • read_file
      • real
      • realdiv
      • reciprocal
      • reduce_all
      • reduce_any
      • reduce_join
      • reduce_logsumexp
      • reduce_max
      • reduce_mean
      • reduce_min
      • reduce_prod
      • reduce_sum
      • RegisterGradient
      • register_tensor_conversion_function
      • report_uninitialized_variables
      • required_space_to_batch_paddings
      • reset_default_graph
      • reshape
      • reverse
      • reverse_sequence
      • reverse_v2
      • rint
      • round
      • rsqrt
      • RunMetadata
      • RunOptions
      • saturate_cast
      • scalar_mul
      • scan
      • scatter_add
      • scatter_div
      • scatter_mul
      • scatter_nd
      • scatter_nd_add
      • scatter_nd_sub
      • scatter_nd_update
      • scatter_sub
      • scatter_update
      • segment_max
      • segment_mean
      • segment_min
      • segment_prod
      • segment_sum
      • self_adjoint_eig
      • self_adjoint_eigvals
      • sequence_mask
      • serialize_many_sparse
      • serialize_sparse
      • Session
      • SessionLog
      • setdiff1d
      • set_random_seed
      • shape
      • shape_n
      • sigmoid
      • sign
      • sin
      • sinh
      • size
      • slice
      • space_to_batch
      • space_to_batch_nd
      • space_to_depth
      • SparseConditionalAccumulator
      • SparseFeature
      • SparseTensor
      • SparseTensorValue
      • sparse_add
      • sparse_concat
      • sparse_fill_empty_rows
      • sparse_mask
      • sparse_matmul
      • sparse_maximum
      • sparse_merge
      • sparse_minimum
      • sparse_placeholder
      • sparse_reduce_max
      • sparse_reduce_max_sparse
      • sparse_reduce_sum
      • sparse_reduce_sum_sparse
      • sparse_reorder
      • sparse_reset_shape
      • sparse_reshape
      • sparse_retain
      • sparse_segment_mean
      • sparse_segment_sqrt_n
      • sparse_segment_sum
      • sparse_slice
      • sparse_softmax
      • sparse_split
      • sparse_tensor_dense_matmul
      • sparse_tensor_to_dense
      • sparse_to_dense
      • sparse_to_indicator
      • sparse_transpose
      • split
      • sqrt
      • square
      • squared_difference
      • squeeze
      • stack
      • stop_gradient
      • strided_slice
      • string_join
      • string_split
      • string_to_hash_bucket
      • string_to_hash_bucket_fast
      • string_to_hash_bucket_strong
      • string_to_number
      • substr
      • subtract
      • Summary
      • Summary.Audio
      • Summary.Image
      • Summary.Value
      • SummaryMetadata
      • SummaryMetadata.PluginData
      • svd
      • tables_initializer
      • tan
      • tanh
      • Tensor
      • TensorArray
      • tensordot
      • TensorInfo
      • TensorInfo.CooSparse
      • TensorShape
      • TextLineReader
      • TFRecordReader
      • tile
      • to_bfloat16
      • to_double
      • to_float
      • to_int32
      • to_int64
      • trace
      • trainable_variables
      • transpose
      • truediv
      • truncatediv
      • truncated_normal
      • truncated_normal_initializer
      • truncatemod
      • tuple
      • uniform_unit_scaling_initializer
      • unique
      • unique_with_counts
      • unsorted_segment_max
      • unsorted_segment_sum
      • unstack
      • Variable
      • Variable.SaveSliceInfo
      • VariableScope
      • variables_initializer
      • variable_axis_size_partitioner
      • variable_op_scope
      • variable_scope
      • variance_scaling_initializer
      • VarLenFeature
      • verify_tensor_all_finite
      • where
      • while_loop
      • WholeFileReader
      • write_file
      • zeros
      • zeros_initializer
      • zeros_like
      • zeta
    • tf.app
      • Overview
      • run
    • tf.bitwise
      • Overview
      • bitwise_and
      • bitwise_or
      • bitwise_xor
      • invert
    • tf.compat
      • Overview
      • as_bytes
      • as_str_any
      • as_text
    • tf.contrib
      • Overview
    • tf.contrib.bayesflow
      • Overview
    • tf.contrib.bayesflow.csiszar_divergence
      • Overview
      • amari_alpha
      • arithmetic_geometric
      • chi_square
      • dual_csiszar_function
      • jeffreys
      • jensen_shannon
      • kl_forward
      • kl_reverse
      • log1p_abs
      • modified_gan
      • monte_carlo_csiszar_f_divergence
      • pearson
      • squared_hellinger
      • symmetrized_csiszar_function
      • total_variation
      • triangular
    • tf.contrib.bayesflow.entropy
      • Overview
      • elbo_ratio
      • entropy_shannon
      • renyi_alpha
      • renyi_ratio
    • tf.contrib.bayesflow.monte_carlo
      • Overview
      • expectation
      • expectation_importance_sampler
      • expectation_importance_sampler_logspace
      • expectation_v2
    • tf.contrib.bayesflow.stochastic_graph
      • Overview
      • surrogate_loss
    • tf.contrib.bayesflow.stochastic_tensor
      • Overview
      • BaseStochasticTensor
      • get_current_value_type
      • MeanValue
      • ObservedStochasticTensor
      • SampleValue
      • StochasticTensor
      • value_type
    • tf.contrib.bayesflow.variational_inference
      • Overview
      • elbo
      • ELBOForms
      • elbo_with_log_joint
      • register_prior
    • tf.contrib.cloud
      • Overview
      • BigQueryReader
    • tf.contrib.copy_graph
      • Overview
      • copy_op_to_graph
      • copy_variable_to_graph
      • get_copied_op
    • tf.contrib.crf
      • Overview
      • CrfForwardRnnCell
      • crf_binary_score
      • crf_log_likelihood
      • crf_log_norm
      • crf_sequence_score
      • crf_unary_score
      • viterbi_decode
    • tf.contrib.cudnn_rnn
      • Overview
      • CudnnGRU
      • CudnnLSTM
      • CudnnRNNRelu
      • CudnnRNNTanh
      • RNNParamsSaveable
    • tf.contrib.data
      • Overview
      • Dataset
      • FixedLengthRecordDataset
      • Iterator
      • read_batch_features
      • rejection_resample
      • TextLineDataset
      • TFRecordDataset
    • tf.contrib.decision_trees
      • Overview
    • tf.contrib.deprecated
      • Overview
      • audio_summary
      • histogram_summary
      • image_summary
      • merge_all_summaries
      • merge_summary
      • scalar_summary
    • tf.contrib.distributions
      • Overview
      • BernoulliWithSigmoidProbs
      • BetaWithSoftplusConcentration
      • Binomial
      • Chi2
      • Chi2WithAbsDf
      • ConditionalDistribution
      • ConditionalTransformedDistribution
      • Deterministic
      • ExponentialWithSoftplusRate
      • ExpRelaxedOneHotCategorical
      • GammaWithSoftplusConcentrationRate
      • Geometric
      • InverseGamma
      • InverseGammaWithSoftplusConcentrationRate
      • LaplaceWithSoftplusScale
      • Logistic
      • matrix_diag_transform
      • Mixture
      • MultivariateNormalDiag
      • MultivariateNormalDiagPlusLowRank
      • MultivariateNormalDiagWithSoftplusScale
      • MultivariateNormalFullCovariance
      • MultivariateNormalTriL
      • NegativeBinomial
      • NormalWithSoftplusScale
      • normal_conjugates_known_scale_posterior
      • normal_conjugates_known_scale_predictive
      • OneHotCategorical
      • percentile
      • Poisson
      • QuantizedDistribution
      • RelaxedBernoulli
      • RelaxedOneHotCategorical
      • softplus_inverse
      • StudentTWithAbsDfSoftplusScale
      • TransformedDistribution
      • VectorDeterministic
      • VectorExponentialDiag
      • VectorLaplaceDiag
      • WishartCholesky
      • WishartFull
    • tf.contrib.distributions.bijectors
      • Overview
      • Affine
      • AffineLinearOperator
      • Chain
      • CholeskyOuterProduct
      • ConditionalBijector
      • Exp
      • Inline
      • Invert
      • PowerTransform
      • Sigmoid
      • SigmoidCentered
      • SinhArcsinh
      • SoftmaxCentered
      • Softplus
    • tf.contrib.ffmpeg
      • Overview
      • decode_audio
      • encode_audio
    • tf.contrib.framework
      • Overview
      • add_arg_scope
      • add_model_variable
      • arg_scope
      • arg_scoped_arguments
      • assert_global_step
      • assert_or_get_global_step
      • assert_scalar_int
      • assign_from_checkpoint
      • assign_from_checkpoint_fn
      • assign_from_values
      • assign_from_values_fn
      • create_global_step
      • deprecated
      • deprecated_args
      • deprecated_arg_values
      • filter_variables
      • get_global_step
      • get_graph_from_inputs
      • get_local_variables
      • get_model_variables
      • get_name_scope
      • get_or_create_global_step
      • get_trainable_variables
      • get_unique_variable
      • get_variables
      • get_variables_by_name
      • get_variables_by_suffix
      • get_variables_to_restore
      • get_variable_full_name
      • has_arg_scope
      • init_from_checkpoint
      • is_tensor
      • list_variables
      • load_and_remap_matrix_initializer
      • load_checkpoint
      • load_embedding_initializer
      • load_linear_multiclass_bias_initializer
      • load_variable
      • load_variable_slot_initializer
      • local_variable
      • model_variable
      • prepend_name_scope
      • reduce_sum_n
      • remove_squeezable_dimensions
      • strip_name_scope
      • variable
      • VariableDeviceChooser
      • with_same_shape
      • with_shape
      • zero_initializer
    • tf.contrib.framework.nest
      • Overview
      • assert_same_structure
      • assert_shallow_structure
      • flatten
      • flatten_dict_items
      • flatten_up_to
      • is_sequence
      • map_structure
      • map_structure_up_to
      • pack_sequence_as
    • tf.contrib.graph_editor
      • Overview
      • add_control_inputs
      • assign_renamed_collections_handler
      • bypass
      • can_be_regex
      • check_cios
      • compute_boundary_ts
      • connect
      • ControlOutputs
      • copy
      • copy_op_handler
      • copy_with_input_replacements
      • detach
      • detach_control_inputs
      • detach_control_outputs
      • detach_inputs
      • detach_outputs
      • filter_ops
      • filter_ops_from_regex
      • filter_ts
      • filter_ts_from_regex
      • get_backward_walk_ops
      • get_consuming_ops
      • get_forward_walk_ops
      • get_generating_ops
      • get_name_scope_ops
      • get_ops_ios
      • get_tensors
      • get_walks_intersection_ops
      • get_walks_union_ops
      • get_within_boundary_ops
      • graph_replace
      • keep_t_if_possible_handler
      • make_list_of_op
      • make_list_of_t
      • make_placeholder_from_dtype_and_shape
      • make_placeholder_from_tensor
      • make_regex
      • make_view
      • make_view_from_scope
      • placeholder_name
      • remove_control_inputs
      • replace_t_with_placeholder_handler
      • reroute_inputs
      • reroute_ios
      • reroute_outputs
      • reroute_ts
      • select_ops
      • select_ops_and_ts
      • select_ts
      • SubGraphView
      • swap_inputs
      • swap_ios
      • swap_outputs
      • swap_ts
      • Transformer
      • TransformerInfo
      • transform_op_if_inside_handler
    • tf.contrib.image
      • Overview
      • angles_to_projective_transforms
      • compose_transforms
      • rotate
      • single_image_random_dot_stereograms
      • transform
    • tf.contrib.input_pipeline
      • Overview
      • obtain_next
    • tf.contrib.integrate
      • Overview
      • odeint
    • tf.contrib.keras
      • Overview
    • tf.contrib.keras.activations
      • Overview
      • deserialize
      • elu
      • get
      • hard_sigmoid
      • linear
      • relu
      • serialize
      • sigmoid
      • softmax
      • softplus
      • softsign
      • tanh
    • tf.contrib.keras.applications
      • Overview
      • InceptionV3
      • ResNet50
      • VGG16
      • VGG19
      • Xception
    • tf.contrib.keras.applications.inception_v3
      • Overview
      • decode_predictions
      • preprocess_input
    • tf.contrib.keras.applications.resnet50
      • Overview
      • preprocess_input
    • tf.contrib.keras.applications.vgg16
      • Overview
    • tf.contrib.keras.applications.vgg19
      • Overview
    • tf.contrib.keras.applications.xception
      • Overview
      • preprocess_input
    • tf.contrib.keras.backend
      • Overview
      • abs
      • all
      • any
      • arange
      • argmax
      • argmin
      • backend
      • batch_dot
      • batch_flatten
      • batch_get_value
      • batch_normalization
      • batch_set_value
      • bias_add
      • binary_crossentropy
      • cast
      • cast_to_floatx
      • categorical_crossentropy
      • clear_session
      • clip
      • concatenate
      • constant
      • conv1d
      • conv2d
      • conv2d_transpose
      • conv3d
      • cos
      • count_params
      • ctc_batch_cost
      • ctc_decode
      • ctc_label_dense_to_sparse
      • dot
      • dropout
      • dtype
      • elu
      • epsilon
      • equal
      • eval
      • exp
      • expand_dims
      • eye
      • flatten
      • floatx
      • foldl
      • foldr
      • function
      • gather
      • get_session
      • get_uid
      • get_value
      • gradients
      • greater
      • greater_equal
      • hard_sigmoid
      • image_data_format
      • int_shape
      • in_test_phase
      • in_top_k
      • in_train_phase
      • is_sparse
      • l2_normalize
      • learning_phase
      • less
      • less_equal
      • log
      • manual_variable_initialization
      • map_fn
      • max
      • maximum
      • mean
      • min
      • minimum
      • moving_average_update
      • ndim
      • normalize_batch_in_training
      • not_equal
      • ones
      • ones_like
      • one_hot
      • permute_dimensions
      • placeholder
      • pool2d
      • pool3d
      • pow
      • print_tensor
      • prod
      • random_binomial
      • random_normal
      • random_normal_variable
      • random_uniform
      • random_uniform_variable
      • relu
      • repeat
      • repeat_elements
      • reset_uids
      • reshape
      • resize_images
      • resize_volumes
      • reverse
      • rnn
      • round
      • separable_conv2d
      • set_epsilon
      • set_floatx
      • set_image_data_format
      • set_learning_phase
      • set_session
      • set_value
      • shape
      • sigmoid
      • sign
      • sin
      • softmax
      • softplus
      • softsign
      • sparse_categorical_crossentropy
      • spatial_2d_padding
      • spatial_3d_padding
      • sqrt
      • square
      • squeeze
      • stack
      • std
      • stop_gradient
      • sum
      • switch
      • tanh
      • temporal_padding
      • to_dense
      • transpose
      • truncated_normal
      • update
      • update_add
      • update_sub
      • var
      • variable
      • zeros
      • zeros_like
    • tf.contrib.keras.callbacks
      • Overview
      • BaseLogger
      • Callback
      • CSVLogger
      • EarlyStopping
      • History
      • LambdaCallback
      • LearningRateScheduler
      • ModelCheckpoint
      • ProgbarLogger
      • ReduceLROnPlateau
      • RemoteMonitor
      • TensorBoard
    • tf.contrib.keras.constraints
      • Overview
      • Constraint
      • deserialize
      • get
      • MaxNorm
      • MinMaxNorm
      • NonNeg
      • serialize
      • UnitNorm
    • tf.contrib.keras.datasets
      • Overview
    • tf.contrib.keras.datasets.boston_housing
      • Overview
      • load_data
    • tf.contrib.keras.datasets.cifar10
      • Overview
      • load_data
    • tf.contrib.keras.datasets.cifar100
      • Overview
      • load_data
    • tf.contrib.keras.datasets.imdb
      • Overview
      • get_word_index
      • load_data
    • tf.contrib.keras.datasets.mnist
      • Overview
      • load_data
    • tf.contrib.keras.datasets.reuters
      • Overview
      • get_word_index
      • load_data
    • tf.contrib.keras.initializers
      • Overview
      • deserialize
      • get
      • glorot_normal
      • glorot_uniform
      • he_normal
      • he_uniform
      • Identity
      • Initializer
      • lecun_uniform
      • serialize
    • tf.contrib.keras.layers
      • Overview
      • Activation
      • ActivityRegularization
      • Add
      • add
      • Average
      • average
      • AveragePooling1D
      • AveragePooling2D
      • AveragePooling3D
      • BatchNormalization
      • Bidirectional
      • Concatenate
      • concatenate
      • Conv1D
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      • Conv2DTranspose
      • Conv3D
      • ConvLSTM2D
      • Cropping1D
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      • Dense
      • Dot
      • dot
      • Dropout
      • ELU
      • Embedding
      • Flatten
      • GaussianDropout
      • GaussianNoise
      • GlobalAveragePooling1D
      • GlobalAveragePooling2D
      • GlobalAveragePooling3D
      • GlobalMaxPool1D
      • GlobalMaxPool2D
      • GlobalMaxPool3D
      • GRU
      • Input
      • InputLayer
      • InputSpec
      • Lambda
      • Layer
      • LeakyReLU
      • LocallyConnected1D
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      • LSTM
      • Masking
      • Maximum
      • maximum
      • MaxPool1D
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      • MaxPool3D
      • Multiply
      • multiply
      • Permute
      • PReLU
      • RepeatVector
      • Reshape
      • SeparableConv2D
      • SimpleRNN
      • SpatialDropout1D
      • SpatialDropout2D
      • SpatialDropout3D
      • ThresholdedReLU
      • TimeDistributed
      • UpSampling1D
      • UpSampling2D
      • UpSampling3D
      • Wrapper
      • ZeroPadding1D
      • ZeroPadding2D
      • ZeroPadding3D
    • tf.contrib.keras.losses
      • Overview
      • binary_crossentropy
      • categorical_crossentropy
      • cosine_proximity
      • deserialize
      • get
      • hinge
      • kullback_leibler_divergence
      • mean_absolute_error
      • mean_absolute_percentage_error
      • mean_squared_error
      • mean_squared_logarithmic_error
      • poisson
      • serialize
      • sparse_categorical_crossentropy
      • squared_hinge
    • tf.contrib.keras.metrics
      • Overview
      • binary_accuracy
      • categorical_accuracy
      • deserialize
      • get
      • serialize
      • top_k_categorical_accuracy
    • tf.contrib.keras.models
      • Overview
      • load_model
      • Model
      • model_from_config
      • model_from_json
      • model_from_yaml
      • save_model
      • Sequential
    • tf.contrib.keras.optimizers
      • Overview
      • Adadelta
      • Adagrad
      • Adam
      • Adamax
      • deserialize
      • get
      • Nadam
      • Optimizer
      • RMSprop
      • serialize
      • SGD
    • tf.contrib.keras.preprocessing
      • Overview
    • tf.contrib.keras.preprocessing.image
      • Overview
      • apply_transform
      • array_to_img
      • DirectoryIterator
      • flip_axis
      • ImageDataGenerator
      • img_to_array
      • Iterator
      • load_img
      • NumpyArrayIterator
      • random_channel_shift
      • random_rotation
      • random_shear
      • random_shift
      • random_zoom
    • tf.contrib.keras.preprocessing.sequence
      • Overview
      • make_sampling_table
      • pad_sequences
      • skipgrams
    • tf.contrib.keras.preprocessing.text
      • Overview
      • one_hot
      • text_to_word_sequence
      • Tokenizer
    • tf.contrib.keras.regularizers
      • Overview
      • deserialize
      • get
      • l1
      • L1L2
      • l1_l2
      • l2
      • Regularizer
      • serialize
    • tf.contrib.keras.utils
      • Overview
      • convert_all_kernels_in_model
      • CustomObjectScope
      • custom_object_scope
      • deserialize_keras_object
      • get_custom_objects
      • get_file
      • HDF5Matrix
      • normalize
      • plot_model
      • Progbar
      • serialize_keras_object
      • to_categorical
    • tf.contrib.keras.wrappers
      • Overview
    • tf.contrib.keras.wrappers.scikit_learn
      • Overview
      • KerasClassifier
      • KerasRegressor
    • tf.contrib.kernel_methods
      • Overview
      • KernelLinearClassifier
      • RandomFourierFeatureMapper
    • tf.contrib.layers
      • Overview
      • apply_regularization
      • avg_pool2d
      • avg_pool3d
      • batch_norm
      • bias_add
      • bow_encoder
      • bucketized_column
      • check_feature_columns
      • conv2d
      • conv2d_in_plane
      • conv2d_transpose
      • conv3d_transpose
      • create_feature_spec_for_parsing
      • crossed_column
      • dropout
      • embedding_column
      • embedding_lookup_unique
      • embed_sequence
      • flatten
      • fully_connected
      • infer_real_valued_columns
      • input_from_feature_columns
      • joint_weighted_sum_from_feature_columns
      • l1_l2_regularizer
      • l1_regularizer
      • l2_regularizer
      • layer_norm
      • legacy_fully_connected
      • make_place_holder_tensors_for_base_features
      • max_pool2d
      • max_pool3d
      • multi_class_target
      • one_hot_column
      • one_hot_encoding
      • optimize_loss
      • parse_feature_columns_from_examples
      • parse_feature_columns_from_sequence_examples
      • real_valued_column
      • regression_target
      • repeat
      • safe_embedding_lookup_sparse
      • scattered_embedding_column
      • separable_conv2d
      • sequence_input_from_feature_columns
      • shared_embedding_columns
      • softmax
      • sparse_column_with_hash_bucket
      • sparse_column_with_integerized_feature
      • sparse_column_with_keys
      • stack
      • summarize_activation
      • summarize_activations
      • summarize_collection
      • summarize_tensor
      • summarize_tensors
      • sum_regularizer
      • transform_features
      • unit_norm
      • variance_scaling_initializer
      • weighted_sparse_column
      • weighted_sum_from_feature_columns
      • xavier_initializer
    • tf.contrib.learn
      • Overview
      • BaseEstimator
      • binary_svm_head
      • build_parsing_serving_input_fn
      • DNNClassifier
      • DNNEstimator
      • DNNLinearCombinedClassifier
      • DNNLinearCombinedEstimator
      • DNNLinearCombinedRegressor
      • DNNRegressor
      • DynamicRnnEstimator
      • Estimator
      • Evaluable
      • evaluate
      • Experiment
      • ExportStrategy
      • extract_dask_data
      • extract_dask_labels
      • extract_pandas_data
      • extract_pandas_labels
      • extract_pandas_matrix
      • Head
      • infer
      • infer_real_valued_columns_from_input
      • infer_real_valued_columns_from_input_fn
      • InputFnOps
      • KMeansClustering
      • LinearClassifier
      • LinearEstimator
      • LinearRegressor
      • LogisticRegressor
      • make_export_strategy
      • MetricSpec
      • ModeKeys
      • ModelFnOps
      • multi_class_head
      • multi_head
      • multi_label_head
      • NanLossDuringTrainingError
      • NotFittedError
      • no_op_train_fn
      • poisson_regression_head
      • PredictionKey
      • ProblemType
      • read_batch_examples
      • read_batch_features
      • read_batch_record_features
      • regression_head
      • RunConfig
      • run_feeds
      • run_n
      • SKCompat
      • SVM
      • TaskType
      • train
      • Trainable
    • tf.contrib.learn.learn_runner
      • Overview
      • run
      • tune
    • tf.contrib.legacy_seq2seq
      • Overview
      • attention_decoder
      • basic_rnn_seq2seq
      • embedding_attention_decoder
      • embedding_attention_seq2seq
      • embedding_rnn_decoder
      • embedding_rnn_seq2seq
      • embedding_tied_rnn_seq2seq
      • model_with_buckets
      • one2many_rnn_seq2seq
      • rnn_decoder
      • sequence_loss
      • sequence_loss_by_example
      • tied_rnn_seq2seq
    • tf.contrib.linalg
      • Overview
      • LinearOperator
      • LinearOperatorComposition
      • LinearOperatorDiag
      • LinearOperatorFullMatrix
      • LinearOperatorIdentity
      • LinearOperatorScaledIdentity
      • LinearOperatorTriL
      • LinearOperatorUDVHUpdate
    • tf.contrib.linear_optimizer
      • Overview
      • SdcaModel
      • SDCAOptimizer
      • SparseFeatureColumn
    • tf.contrib.lookup
      • Overview
      • HasherSpec
      • HashTable
      • IdTableWithHashBuckets
      • index_table_from_file
      • index_table_from_tensor
      • index_to_string
      • index_to_string_table_from_file
      • index_to_string_table_from_tensor
      • InitializableLookupTableBase
      • KeyValueTensorInitializer
      • LookupInterface
      • MutableDenseHashTable
      • MutableHashTable
      • string_to_index
      • string_to_index_table_from_file
      • string_to_index_table_from_tensor
      • StrongHashSpec
      • TableInitializerBase
      • TextFileIdTableInitializer
      • TextFileIndex
      • TextFileInitializer
      • TextFileStringTableInitializer
    • tf.contrib.losses
      • Overview
      • absolute_difference
      • add_loss
      • compute_weighted_loss
      • cosine_distance
      • get_losses
      • get_regularization_losses
      • get_total_loss
      • hinge_loss
      • log_loss
      • mean_pairwise_squared_error
      • mean_squared_error
      • sigmoid_cross_entropy
      • softmax_cross_entropy
      • sparse_softmax_cross_entropy
    • tf.contrib.memory_stats
      • Overview
      • BytesLimit
      • MaxBytesInUse
    • tf.contrib.metrics
      • Overview
      • accuracy
      • aggregate_metrics
      • aggregate_metric_map
      • auc_using_histogram
      • confusion_matrix
      • streaming_accuracy
      • streaming_auc
      • streaming_concat
      • streaming_covariance
      • streaming_curve_points
      • streaming_false_negatives
      • streaming_false_negatives_at_thresholds
      • streaming_false_positives
      • streaming_false_positives_at_thresholds
      • streaming_mean
      • streaming_mean_absolute_error
      • streaming_mean_cosine_distance
      • streaming_mean_iou
      • streaming_mean_relative_error
      • streaming_mean_squared_error
      • streaming_mean_tensor
      • streaming_pearson_correlation
      • streaming_percentage_less
      • streaming_precision
      • streaming_precision_at_thresholds
      • streaming_recall
      • streaming_recall_at_k
      • streaming_recall_at_thresholds
      • streaming_root_mean_squared_error
      • streaming_sensitivity_at_specificity
      • streaming_sparse_average_precision_at_k
      • streaming_sparse_average_precision_at_top_k
      • streaming_sparse_precision_at_k
      • streaming_sparse_precision_at_top_k
      • streaming_sparse_recall_at_k
      • streaming_specificity_at_sensitivity
      • streaming_true_negatives
      • streaming_true_negatives_at_thresholds
      • streaming_true_positives
      • streaming_true_positives_at_thresholds
    • tf.contrib.nccl
      • Overview
      • all_max
      • all_min
      • all_prod
      • all_sum
      • broadcast
    • tf.contrib.nn
      • Overview
      • deprecated_flipped_sigmoid_cross_entropy_with_logits
      • deprecated_flipped_softmax_cross_entropy_with_logits
      • deprecated_flipped_sparse_softmax_cross_entropy_with_logits
      • rank_sampled_softmax_loss
    • tf.contrib.opt
      • Overview
      • DelayCompensatedGradientDescentOptimizer
      • DropStaleGradientOptimizer
      • ExternalOptimizerInterface
      • LazyAdamOptimizer
      • MovingAverageOptimizer
      • NadamOptimizer
      • ScipyOptimizerInterface
      • VariableClippingOptimizer
    • tf.contrib.predictor
      • Overview
      • from_contrib_estimator
      • from_estimator
      • from_saved_model
    • tf.contrib.remote_fused_graph
      • Overview
      • remote_fused_graph_execute
    • tf.contrib.resampler
      • Overview
      • resampler
    • tf.contrib.rnn
      • Overview
      • AttentionCellWrapper
      • BasicLSTMCell
      • BasicRNNCell
      • BidirectionalGridLSTMCell
      • CompiledWrapper
      • CoupledInputForgetGateLSTMCell
      • DeviceWrapper
      • DropoutWrapper
      • EmbeddingWrapper
      • FusedRNNCell
      • FusedRNNCellAdaptor
      • GLSTMCell
      • GridLSTMCell
      • GRUBlockCell
      • GRUCell
      • HighwayWrapper
      • InputProjectionWrapper
      • IntersectionRNNCell
      • LayerNormBasicLSTMCell
      • LSTMBlockCell
      • LSTMBlockFusedCell
      • LSTMBlockWrapper
      • LSTMCell
      • LSTMStateTuple
      • MultiRNNCell
      • NASCell
      • OutputProjectionWrapper
      • PhasedLSTMCell
      • ResidualWrapper
      • RNNCell
      • stack_bidirectional_dynamic_rnn
      • stack_bidirectional_rnn
      • TimeFreqLSTMCell
      • TimeReversedFusedRNN
      • UGRNNCell
    • tf.contrib.saved_model
      • Overview
      • get_signature_def_by_key
    • tf.contrib.seq2seq
      • Overview
      • AttentionMechanism
      • AttentionWrapper
      • AttentionWrapperState
      • BahdanauAttention
      • BahdanauMonotonicAttention
      • BasicDecoder
      • BasicDecoderOutput
      • BeamSearchDecoder
      • BeamSearchDecoderOutput
      • BeamSearchDecoderState
      • CustomHelper
      • Decoder
      • dynamic_decode
      • FinalBeamSearchDecoderOutput
      • gather_tree
      • GreedyEmbeddingHelper
      • hardmax
      • Helper
      • LuongAttention
      • LuongMonotonicAttention
      • monotonic_attention
      • safe_cumprod
      • SampleEmbeddingHelper
      • ScheduledEmbeddingTrainingHelper
      • ScheduledOutputTrainingHelper
      • sequence_loss
      • tile_batch
      • TrainingHelper
    • tf.contrib.signal
      • Overview
      • frame
      • hamming_window
      • hann_window
      • inverse_stft
      • overlap_and_add
      • stft
    • tf.contrib.sparsemax
      • Overview
      • sparsemax
      • sparsemax_loss
    • tf.contrib.staging
      • Overview
      • StagingArea
    • tf.contrib.stateless
      • Overview
      • stateless_random_normal
      • stateless_random_uniform
      • stateless_truncated_normal
    • tf.contrib.stat_summarizer
      • Overview
      • StatSummarizer
    • tf.contrib.timeseries
      • Overview
      • ARModel
      • ARRegressor
      • CSVReader
      • FilteringResults
      • predict_continuation_input_fn
      • RandomWindowInputFn
      • StructuralEnsembleRegressor
      • TrainEvalFeatures
      • WholeDatasetInputFn
    • tf.contrib.timeseries.saved_model_utils
      • Overview
      • filter_continuation
      • predict_continuation
    • tf.contrib.tpu
      • Overview
    • tf.contrib.training
      • Overview
      • add_gradients_summaries
      • batch_sequences_with_states
      • bucket
      • bucket_by_sequence_length
      • byte_size_load_fn
      • checkpoints_iterator
      • clip_gradient_norms
      • create_train_op
      • evaluate_once
      • evaluate_repeatedly
      • FeedingQueueRunner
      • get_or_create_eval_step
      • GreedyLoadBalancingStrategy
      • HParams
      • multiply_gradients
      • NextQueuedSequenceBatch
      • parse_values
      • python_input
      • rejection_sample
      • resample_at_rate
      • SequenceQueueingStateSaver
      • StopAfterNEvalsHook
      • stratified_sample
      • SummaryAtEndHook
      • train
      • wait_for_new_checkpoint
      • weighted_resample
    • tf.contrib.util
      • Overview
      • constant_value
      • ops_used_by_graph_def
      • stripped_op_list_for_graph
    • tf.distributions
      • Overview
      • Bernoulli
      • Beta
      • Categorical
      • Dirichlet
      • DirichletMultinomial
      • Distribution
      • Exponential
      • Gamma
      • kl_divergence
      • Laplace
      • Multinomial
      • Normal
      • RegisterKL
      • ReparameterizationType
      • StudentT
      • Uniform
    • tf.distributions.bijectors
      • Overview
      • Bijector
      • Identity
    • tf.errors
      • Overview
      • AbortedError
      • AlreadyExistsError
      • CancelledError
      • DataLossError
      • DeadlineExceededError
      • error_code_from_exception_type
      • exception_type_from_error_code
      • FailedPreconditionError
      • InternalError
      • InvalidArgumentError
      • NotFoundError
      • OutOfRangeError
      • PermissionDeniedError
      • raise_exception_on_not_ok_status
      • ResourceExhaustedError
      • UnauthenticatedError
      • UnavailableError
      • UnimplementedError
      • UnknownError
    • tf.estimator
      • Overview
      • classifier_parse_example_spec
      • DNNClassifier
      • DNNLinearCombinedClassifier
      • DNNLinearCombinedRegressor
      • DNNRegressor
      • Estimator
      • EstimatorSpec
      • LinearClassifier
      • LinearRegressor
      • ModeKeys
      • regressor_parse_example_spec
      • RunConfig
    • tf.estimator.export
      • Overview
      • build_parsing_serving_input_receiver_fn
      • build_raw_serving_input_receiver_fn
      • ClassificationOutput
      • ExportOutput
      • PredictOutput
      • RegressionOutput
      • ServingInputReceiver
    • tf.estimator.inputs
      • Overview
      • numpy_input_fn
      • pandas_input_fn
    • tf.feature_column
      • Overview
      • bucketized_column
      • categorical_column_with_hash_bucket
      • categorical_column_with_identity
      • categorical_column_with_vocabulary_file
      • categorical_column_with_vocabulary_list
      • crossed_column
      • embedding_column
      • indicator_column
      • input_layer
      • linear_model
      • make_parse_example_spec
      • numeric_column
      • weighted_categorical_column
    • tf.gfile
      • Overview
      • Copy
      • DeleteRecursively
      • Exists
      • FastGFile
      • GFile
      • Glob
      • IsDirectory
      • ListDirectory
      • MakeDirs
      • MkDir
      • Remove
      • Rename
      • Stat
      • Walk
    • tf.graph_util
      • Overview
      • convert_variables_to_constants
      • extract_sub_graph
      • must_run_on_cpu
      • remove_training_nodes
      • tensor_shape_from_node_def_name
    • tf.image
      • Overview
      • adjust_brightness
      • adjust_contrast
      • adjust_gamma
      • adjust_hue
      • adjust_saturation
      • central_crop
      • convert_image_dtype
      • crop_and_resize
      • crop_to_bounding_box
      • decode_bmp
      • decode_gif
      • decode_image
      • decode_jpeg
      • decode_png
      • draw_bounding_boxes
      • encode_jpeg
      • encode_png
      • extract_glimpse
      • flip_left_right
      • flip_up_down
      • grayscale_to_rgb
      • hsv_to_rgb
      • non_max_suppression
      • pad_to_bounding_box
      • per_image_standardization
      • random_brightness
      • random_contrast
      • random_flip_left_right
      • random_flip_up_down
      • random_hue
      • random_saturation
      • ResizeMethod
      • resize_area
      • resize_bicubic
      • resize_bilinear
      • resize_images
      • resize_image_with_crop_or_pad
      • resize_nearest_neighbor
      • rgb_to_grayscale
      • rgb_to_hsv
      • rot90
      • sample_distorted_bounding_box
      • total_variation
      • transpose_image
    • tf.layers
      • Overview
      • average_pooling1d
      • average_pooling2d
      • average_pooling3d
      • batch_normalization
      • conv1d
      • conv2d
      • conv2d_transpose
      • conv3d
      • conv3d_transpose
      • dense
      • dropout
      • max_pooling1d
      • max_pooling2d
      • max_pooling3d
      • separable_conv2d
    • tf.logging
      • Overview
      • debug
      • error
      • fatal
      • flush
      • get_verbosity
      • info
      • log
      • log_every_n
      • log_first_n
      • log_if
      • set_verbosity
      • TaskLevelStatusMessage
      • vlog
      • warn
      • warning
    • tf.losses
      • Overview
      • absolute_difference
      • add_loss
      • compute_weighted_loss
      • cosine_distance
      • get_losses
      • get_regularization_loss
      • get_regularization_losses
      • get_total_loss
      • hinge_loss
      • huber_loss
      • log_loss
      • mean_pairwise_squared_error
      • mean_squared_error
      • Reduction
      • sigmoid_cross_entropy
      • softmax_cross_entropy
      • sparse_softmax_cross_entropy
    • tf.metrics
      • Overview
      • accuracy
      • auc
      • false_negatives
      • false_positives
      • mean
      • mean_absolute_error
      • mean_cosine_distance
      • mean_iou
      • mean_per_class_accuracy
      • mean_relative_error
      • mean_squared_error
      • mean_tensor
      • percentage_below
      • precision
      • precision_at_thresholds
      • recall
      • recall_at_k
      • recall_at_thresholds
      • root_mean_squared_error
      • sensitivity_at_specificity
      • sparse_average_precision_at_k
      • sparse_precision_at_k
      • specificity_at_sensitivity
      • true_positives
    • tf.nn
      • Overview
      • all_candidate_sampler
      • atrous_conv2d
      • atrous_conv2d_transpose
      • avg_pool
      • avg_pool3d
      • batch_normalization
      • batch_norm_with_global_normalization
      • bias_add
      • bidirectional_dynamic_rnn
      • compute_accidental_hits
      • conv1d
      • conv2d
      • conv2d_backprop_filter
      • conv2d_backprop_input
      • conv2d_transpose
      • conv3d
      • conv3d_backprop_filter_v2
      • conv3d_transpose
      • convolution
      • crelu
      • ctc_beam_search_decoder
      • ctc_greedy_decoder
      • ctc_loss
      • depthwise_conv2d
      • depthwise_conv2d_native
      • depthwise_conv2d_native_backprop_filter
      • depthwise_conv2d_native_backprop_input
      • dilation2d
      • dropout
      • dynamic_rnn
      • elu
      • embedding_lookup
      • embedding_lookup_sparse
      • erosion2d
      • fixed_unigram_candidate_sampler
      • fractional_avg_pool
      • fractional_max_pool
      • fused_batch_norm
      • in_top_k
      • l2_loss
      • l2_normalize
      • learned_unigram_candidate_sampler
      • local_response_normalization
      • log_poisson_loss
      • log_softmax
      • log_uniform_candidate_sampler
      • max_pool
      • max_pool3d
      • max_pool_with_argmax
      • moments
      • nce_loss
      • normalize_moments
      • pool
      • quantized_avg_pool
      • quantized_conv2d
      • quantized_max_pool
      • quantized_relu_x
      • raw_rnn
      • relu
      • relu6
      • relu_layer
      • sampled_softmax_loss
      • separable_conv2d
      • sigmoid_cross_entropy_with_logits
      • softmax
      • softmax_cross_entropy_with_logits
      • softplus
      • softsign
      • sparse_softmax_cross_entropy_with_logits
      • static_bidirectional_rnn
      • static_rnn
      • static_state_saving_rnn
      • sufficient_statistics
      • top_k
      • uniform_candidate_sampler
      • weighted_cross_entropy_with_logits
      • weighted_moments
      • with_space_to_batch
      • xw_plus_b
      • zero_fraction
    • tf.nn.rnn_cell
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  • C++ API r1.3
    • C++ API Guide
    • Overview r1.3
    • array_ops
      • Overview
      • tensorflow::ops::BatchToSpace
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      • tensorflow::ops::Dequantize::Attrs
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      • tensorflow::ops::ExpandDims
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      • tensorflow::ops::FakeQuantWithMinMaxArgs
      • tensorflow::ops::FakeQuantWithMinMaxArgs::Attrs
      • tensorflow::ops::FakeQuantWithMinMaxArgsGradient
      • tensorflow::ops::FakeQuantWithMinMaxArgsGradient::Attrs
      • tensorflow::ops::FakeQuantWithMinMaxVars
      • tensorflow::ops::FakeQuantWithMinMaxVars::Attrs
      • tensorflow::ops::FakeQuantWithMinMaxVarsGradient
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      • tensorflow::ops::FakeQuantWithMinMaxVarsPerChannel
      • tensorflow::ops::FakeQuantWithMinMaxVarsPerChannel::Attrs
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      • tensorflow::ops::Fill
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      • tensorflow::ops::QuantizeAndDequantizeV3
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      • tensorflow::ops::Rank
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      • tensorflow::ops::ScatterNd
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      • tensorflow::ops::SetDiff1D
      • tensorflow::ops::SetDiff1D::Attrs
      • tensorflow::ops::Shape
      • tensorflow::ops::Shape::Attrs
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      • tensorflow::ops::Size::Attrs
      • tensorflow::ops::Slice
      • tensorflow::ops::SpaceToBatch
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      • tensorflow::ops::Squeeze::Attrs
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      • tensorflow::ops::Stack::Attrs
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      • tensorflow::ops::StridedSlice
      • tensorflow::ops::StridedSlice::Attrs
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      • tensorflow::ops::Tile
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      • tensorflow::ops::Unique
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    • candidate_sampling_ops
      • Overview
      • tensorflow::ops::AllCandidateSampler
      • tensorflow::ops::AllCandidateSampler::Attrs
      • tensorflow::ops::ComputeAccidentalHits
      • tensorflow::ops::ComputeAccidentalHits::Attrs
      • tensorflow::ops::FixedUnigramCandidateSampler
      • tensorflow::ops::FixedUnigramCandidateSampler::Attrs
      • tensorflow::ops::LearnedUnigramCandidateSampler
      • tensorflow::ops::LearnedUnigramCandidateSampler::Attrs
      • tensorflow::ops::LogUniformCandidateSampler
      • tensorflow::ops::LogUniformCandidateSampler::Attrs
      • tensorflow::ops::UniformCandidateSampler
      • tensorflow::ops::UniformCandidateSampler::Attrs
    • control_flow_ops
      • Overview
      • tensorflow::ops::Abort
      • tensorflow::ops::Abort::Attrs
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      • tensorflow::ops::Switch
    • core
      • Overview
      • tensorflow::ClientSession
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      • tensorflow::Input
      • tensorflow::Input::Initializer
      • tensorflow::Input::Initializer
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      • tensorflow::OutputHash
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      • tensorflow::Tensor
    • data_flow_ops
      • Overview
      • tensorflow::ops::AccumulatorApplyGradient
      • tensorflow::ops::AccumulatorNumAccumulated
      • tensorflow::ops::AccumulatorSetGlobalStep
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      • tensorflow::ops::Barrier
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      • tensorflow::ops::BarrierTakeMany::Attrs
      • tensorflow::ops::ConditionalAccumulator
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      • tensorflow::ops::DeleteSessionTensor
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      • tensorflow::ops::FIFOQueue
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      • tensorflow::ops::GetSessionHandle
      • tensorflow::ops::GetSessionHandleV2
      • tensorflow::ops::GetSessionTensor
      • tensorflow::ops::MapClear
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      • tensorflow::ops::MapSize
      • tensorflow::ops::MapSize::Attrs
      • tensorflow::ops::MapStage
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      • tensorflow::ops::MapUnstage
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      • tensorflow::ops::MapUnstageNoKey
      • tensorflow::ops::MapUnstageNoKey::Attrs
      • tensorflow::ops::OrderedMapClear
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      • tensorflow::ops::PaddingFIFOQueue
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      • tensorflow::ops::PriorityQueue
      • tensorflow::ops::PriorityQueue::Attrs
      • tensorflow::ops::QueueClose
      • tensorflow::ops::QueueClose::Attrs
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      • tensorflow::ops::QueueDequeue::Attrs
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      • tensorflow::ops::QueueIsClosedV2
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      • tensorflow::ops::RandomShuffleQueue::Attrs
      • tensorflow::ops::RecordInput
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      • tensorflow::ops::SparseAccumulatorApplyGradient
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      • tensorflow::ops::Stage
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      • tensorflow::ops::Unstage
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    • image_ops
      • Overview
      • tensorflow::ops::AdjustContrast
      • tensorflow::ops::AdjustHue
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      • tensorflow::ops::CropAndResize
      • tensorflow::ops::CropAndResize::Attrs
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      • tensorflow::ops::CropAndResizeGradImage
      • tensorflow::ops::CropAndResizeGradImage::Attrs
      • tensorflow::ops::DecodeBmp
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      • tensorflow::ops::DecodeGif
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      • tensorflow::ops::DrawBoundingBoxes
      • tensorflow::ops::EncodeJpeg
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      • tensorflow::ops::EncodePng
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      • tensorflow::ops::ExtractGlimpse
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      • tensorflow::ops::HSVToRGB
      • tensorflow::ops::NonMaxSuppression
      • tensorflow::ops::NonMaxSuppression::Attrs
      • tensorflow::ops::NonMaxSuppressionV2
      • tensorflow::ops::QuantizedResizeBilinear
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      • tensorflow::ops::RGBToHSV
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      • tensorflow::ops::ResizeArea::Attrs
      • tensorflow::ops::ResizeBicubic
      • tensorflow::ops::ResizeBicubic::Attrs
      • tensorflow::ops::ResizeBilinear
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      • tensorflow::ops::ResizeNearestNeighbor
      • tensorflow::ops::ResizeNearestNeighbor::Attrs
      • tensorflow::ops::SampleDistortedBoundingBox
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      • tensorflow::ops::SampleDistortedBoundingBoxV2
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    • io_ops
      • Overview
      • tensorflow::ops::FixedLengthRecordReader
      • tensorflow::ops::FixedLengthRecordReader::Attrs
      • tensorflow::ops::IdentityReader
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      • tensorflow::ops::LMDBReader
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      • tensorflow::ops::MatchingFiles
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      • tensorflow::ops::MergeV2Checkpoints::Attrs
      • tensorflow::ops::ReadFile
      • tensorflow::ops::ReaderNumRecordsProduced
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      • tensorflow::ops::ReaderRead
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      • tensorflow::ops::ReaderReset
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      • tensorflow::ops::Restore
      • tensorflow::ops::Restore::Attrs
      • tensorflow::ops::RestoreSlice
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      • tensorflow::ops::RestoreV2
      • tensorflow::ops::Save
      • tensorflow::ops::SaveSlices
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      • tensorflow::ops::ShardedFilename
      • tensorflow::ops::ShardedFilespec
      • tensorflow::ops::TFRecordReader
      • tensorflow::ops::TFRecordReader::Attrs
      • tensorflow::ops::TextLineReader
      • tensorflow::ops::TextLineReader::Attrs
      • tensorflow::ops::WholeFileReader
      • tensorflow::ops::WholeFileReader::Attrs
      • tensorflow::ops::WriteFile
    • logging_ops
      • Overview
      • tensorflow::ops::Assert
      • tensorflow::ops::Assert::Attrs
      • tensorflow::ops::HistogramSummary
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      • tensorflow::ops::Print
      • tensorflow::ops::Print::Attrs
      • tensorflow::ops::ScalarSummary
      • tensorflow::ops::TensorSummary
      • tensorflow::ops::TensorSummary::Attrs
      • tensorflow::ops::TensorSummaryV2
    • math_ops
      • Overview
      • tensorflow::ops::Abs
      • tensorflow::ops::Acos
      • tensorflow::ops::Acosh
      • tensorflow::ops::Add
      • tensorflow::ops::AddN
      • tensorflow::ops::All
      • tensorflow::ops::All::Attrs
      • tensorflow::ops::Any
      • tensorflow::ops::Any::Attrs
      • tensorflow::ops::ApproximateEqual
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      • tensorflow::ops::ArgMax
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      • tensorflow::ops::ArgMin
      • tensorflow::ops::ArgMin::Attrs
      • tensorflow::ops::Asin
      • tensorflow::ops::Asinh
      • tensorflow::ops::Atan
      • tensorflow::ops::Atan2
      • tensorflow::ops::Atanh
      • tensorflow::ops::BatchMatMul
      • tensorflow::ops::BatchMatMul::Attrs
      • tensorflow::ops::Betainc
      • tensorflow::ops::Bincount
      • tensorflow::ops::Bucketize
      • tensorflow::ops::Cast
      • tensorflow::ops::Ceil
      • tensorflow::ops::Complex
      • tensorflow::ops::Complex::Attrs
      • tensorflow::ops::ComplexAbs
      • tensorflow::ops::ComplexAbs::Attrs
      • tensorflow::ops::Conj
      • tensorflow::ops::Cos
      • tensorflow::ops::Cosh
      • tensorflow::ops::Cross
      • tensorflow::ops::Cumprod
      • tensorflow::ops::Cumprod::Attrs
      • tensorflow::ops::Cumsum
      • tensorflow::ops::Cumsum::Attrs
      • tensorflow::ops::Digamma
      • tensorflow::ops::Div
      • tensorflow::ops::Equal
      • tensorflow::ops::Erf
      • tensorflow::ops::Erfc
      • tensorflow::ops::Exp
      • tensorflow::ops::Expm1
      • tensorflow::ops::Floor
      • tensorflow::ops::FloorDiv
      • tensorflow::ops::FloorMod
      • tensorflow::ops::Greater
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      • tensorflow::ops::Igamma
      • tensorflow::ops::Igammac
      • tensorflow::ops::Imag
      • tensorflow::ops::Imag::Attrs
      • tensorflow::ops::IsFinite
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      • tensorflow::ops::IsNan
      • tensorflow::ops::Less
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      • tensorflow::ops::Lgamma
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      • tensorflow::ops::Log
      • tensorflow::ops::Log1p
      • tensorflow::ops::LogicalAnd
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      • tensorflow::ops::LogicalOr
      • tensorflow::ops::MatMul
      • tensorflow::ops::MatMul::Attrs
      • tensorflow::ops::Max
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      • tensorflow::ops::Maximum
      • tensorflow::ops::Mean
      • tensorflow::ops::Mean::Attrs
      • tensorflow::ops::Min
      • tensorflow::ops::Min::Attrs
      • tensorflow::ops::Minimum
      • tensorflow::ops::Mod
      • tensorflow::ops::Multiply
      • tensorflow::ops::Negate
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      • tensorflow::ops::Polygamma
      • tensorflow::ops::Pow
      • tensorflow::ops::Prod
      • tensorflow::ops::Prod::Attrs
      • tensorflow::ops::QuantizeDownAndShrinkRange
      • tensorflow::ops::QuantizedAdd
      • tensorflow::ops::QuantizedAdd::Attrs
      • tensorflow::ops::QuantizedMatMul
      • tensorflow::ops::QuantizedMatMul::Attrs
      • tensorflow::ops::QuantizedMul
      • tensorflow::ops::QuantizedMul::Attrs
      • tensorflow::ops::Range
      • tensorflow::ops::Real
      • tensorflow::ops::Real::Attrs
      • tensorflow::ops::RealDiv
      • tensorflow::ops::Reciprocal
      • tensorflow::ops::RequantizationRange
      • tensorflow::ops::Requantize
      • tensorflow::ops::Rint
      • tensorflow::ops::Round
      • tensorflow::ops::Rsqrt
      • tensorflow::ops::SegmentMax
      • tensorflow::ops::SegmentMean
      • tensorflow::ops::SegmentMin
      • tensorflow::ops::SegmentProd
      • tensorflow::ops::SegmentSum
      • tensorflow::ops::Sigmoid
      • tensorflow::ops::Sign
      • tensorflow::ops::Sin
      • tensorflow::ops::Sinh
      • tensorflow::ops::SparseMatMul
      • tensorflow::ops::SparseMatMul::Attrs
      • tensorflow::ops::SparseSegmentMean
      • tensorflow::ops::SparseSegmentMeanGrad
      • tensorflow::ops::SparseSegmentSqrtN
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      • tensorflow::ops::SparseSegmentSum
      • tensorflow::ops::Sqrt
      • tensorflow::ops::Square
      • tensorflow::ops::SquaredDifference
      • tensorflow::ops::Subtract
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      • tensorflow::ops::Sum::Attrs
      • tensorflow::ops::Tan
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      • tensorflow::ops::TruncateDiv
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      • tensorflow::ops::UnsortedSegmentMax
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      • tensorflow::ops::Where3
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    • nn_ops
      • Overview
      • tensorflow::ops::AvgPool
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      • tensorflow::ops::AvgPool3D
      • tensorflow::ops::AvgPool3D::Attrs
      • tensorflow::ops::AvgPool3DGrad
      • tensorflow::ops::AvgPool3DGrad::Attrs
      • tensorflow::ops::BiasAdd
      • tensorflow::ops::BiasAdd::Attrs
      • tensorflow::ops::BiasAddGrad
      • tensorflow::ops::BiasAddGrad::Attrs
      • tensorflow::ops::Conv2D
      • tensorflow::ops::Conv2D::Attrs
      • tensorflow::ops::Conv2DBackpropFilter
      • tensorflow::ops::Conv2DBackpropFilter::Attrs
      • tensorflow::ops::Conv2DBackpropInput
      • tensorflow::ops::Conv2DBackpropInput::Attrs
      • tensorflow::ops::Conv3D
      • tensorflow::ops::Conv3D::Attrs
      • tensorflow::ops::Conv3DBackpropFilterV2
      • tensorflow::ops::Conv3DBackpropFilterV2::Attrs
      • tensorflow::ops::Conv3DBackpropInputV2
      • tensorflow::ops::Conv3DBackpropInputV2::Attrs
      • tensorflow::ops::DepthwiseConv2dNative
      • tensorflow::ops::DepthwiseConv2dNative::Attrs
      • tensorflow::ops::DepthwiseConv2dNativeBackpropFilter
      • tensorflow::ops::DepthwiseConv2dNativeBackpropFilter::Attrs
      • tensorflow::ops::DepthwiseConv2dNativeBackpropInput
      • tensorflow::ops::DepthwiseConv2dNativeBackpropInput::Attrs
      • tensorflow::ops::Dilation2D
      • tensorflow::ops::Dilation2DBackpropFilter
      • tensorflow::ops::Dilation2DBackpropInput
      • tensorflow::ops::Elu
      • tensorflow::ops::FractionalAvgPool
      • tensorflow::ops::FractionalAvgPool::Attrs
      • tensorflow::ops::FractionalMaxPool
      • tensorflow::ops::FractionalMaxPool::Attrs
      • tensorflow::ops::FusedBatchNorm
      • tensorflow::ops::FusedBatchNorm::Attrs
      • tensorflow::ops::FusedBatchNormGrad
      • tensorflow::ops::FusedBatchNormGrad::Attrs
      • tensorflow::ops::FusedPadConv2D
      • tensorflow::ops::FusedResizeAndPadConv2D
      • tensorflow::ops::FusedResizeAndPadConv2D::Attrs
      • tensorflow::ops::InTopK
      • tensorflow::ops::L2Loss
      • tensorflow::ops::LRN
      • tensorflow::ops::LRN::Attrs
      • tensorflow::ops::LogSoftmax
      • tensorflow::ops::MaxPool
      • tensorflow::ops::MaxPool::Attrs
      • tensorflow::ops::MaxPool3D
      • tensorflow::ops::MaxPool3D::Attrs
      • tensorflow::ops::MaxPool3DGrad
      • tensorflow::ops::MaxPool3DGrad::Attrs
      • tensorflow::ops::MaxPool3DGradGrad
      • tensorflow::ops::MaxPool3DGradGrad::Attrs
      • tensorflow::ops::MaxPoolGradGrad
      • tensorflow::ops::MaxPoolGradGrad::Attrs
      • tensorflow::ops::MaxPoolGradGradWithArgmax
      • tensorflow::ops::MaxPoolWithArgmax
      • tensorflow::ops::MaxPoolWithArgmax::Attrs
      • tensorflow::ops::QuantizedAvgPool
      • tensorflow::ops::QuantizedBatchNormWithGlobalNormalization
      • tensorflow::ops::QuantizedBiasAdd
      • tensorflow::ops::QuantizedConv2D
      • tensorflow::ops::QuantizedConv2D::Attrs
      • tensorflow::ops::QuantizedMaxPool
      • tensorflow::ops::QuantizedRelu
      • tensorflow::ops::QuantizedRelu::Attrs
      • tensorflow::ops::QuantizedRelu6
      • tensorflow::ops::QuantizedRelu6::Attrs
      • tensorflow::ops::QuantizedReluX
      • tensorflow::ops::QuantizedReluX::Attrs
      • tensorflow::ops::Relu
      • tensorflow::ops::Relu6
      • tensorflow::ops::Softmax
      • tensorflow::ops::SoftmaxCrossEntropyWithLogits
      • tensorflow::ops::Softplus
      • tensorflow::ops::Softsign
      • tensorflow::ops::SparseSoftmaxCrossEntropyWithLogits
      • tensorflow::ops::TopK
      • tensorflow::ops::TopK::Attrs
    • no_op
      • Overview
      • tensorflow::ops::NoOp
    • parsing_ops
      • Overview
      • tensorflow::ops::DecodeCSV
      • tensorflow::ops::DecodeCSV::Attrs
      • tensorflow::ops::DecodeJSONExample
      • tensorflow::ops::DecodeRaw
      • tensorflow::ops::DecodeRaw::Attrs
      • tensorflow::ops::ParseExample
      • tensorflow::ops::ParseSingleSequenceExample
      • tensorflow::ops::ParseSingleSequenceExample::Attrs
      • tensorflow::ops::ParseTensor
      • tensorflow::ops::StringToNumber
      • tensorflow::ops::StringToNumber::Attrs
    • random_ops
      • Overview
      • tensorflow::ops::Multinomial
      • tensorflow::ops::Multinomial::Attrs
      • tensorflow::ops::ParameterizedTruncatedNormal
      • tensorflow::ops::ParameterizedTruncatedNormal::Attrs
      • tensorflow::ops::RandomGamma
      • tensorflow::ops::RandomGamma::Attrs
      • tensorflow::ops::RandomNormal
      • tensorflow::ops::RandomNormal::Attrs
      • tensorflow::ops::RandomPoisson
      • tensorflow::ops::RandomPoisson::Attrs
      • tensorflow::ops::RandomShuffle
      • tensorflow::ops::RandomShuffle::Attrs
      • tensorflow::ops::RandomUniform
      • tensorflow::ops::RandomUniform::Attrs
      • tensorflow::ops::RandomUniformInt
      • tensorflow::ops::RandomUniformInt::Attrs
      • tensorflow::ops::TruncatedNormal
      • tensorflow::ops::TruncatedNormal::Attrs
    • sparse_ops
      • Overview
      • tensorflow::ops::AddManySparseToTensorsMap
      • tensorflow::ops::AddManySparseToTensorsMap::Attrs
      • tensorflow::ops::AddSparseToTensorsMap
      • tensorflow::ops::AddSparseToTensorsMap::Attrs
      • tensorflow::ops::DeserializeManySparse
      • tensorflow::ops::SerializeManySparse
      • tensorflow::ops::SerializeSparse
      • tensorflow::ops::SparseAdd
      • tensorflow::ops::SparseAddGrad
      • tensorflow::ops::SparseConcat
      • tensorflow::ops::SparseCross
      • tensorflow::ops::SparseDenseCwiseAdd
      • tensorflow::ops::SparseDenseCwiseDiv
      • tensorflow::ops::SparseDenseCwiseMul
      • tensorflow::ops::SparseFillEmptyRows
      • tensorflow::ops::SparseFillEmptyRowsGrad
      • tensorflow::ops::SparseReduceMax
      • tensorflow::ops::SparseReduceMax::Attrs
      • tensorflow::ops::SparseReduceMaxSparse
      • tensorflow::ops::SparseReduceMaxSparse::Attrs
      • tensorflow::ops::SparseReduceSum
      • tensorflow::ops::SparseReduceSum::Attrs
      • tensorflow::ops::SparseReduceSumSparse
      • tensorflow::ops::SparseReduceSumSparse::Attrs
      • tensorflow::ops::SparseReorder
      • tensorflow::ops::SparseReshape
      • tensorflow::ops::SparseSlice
      • tensorflow::ops::SparseSoftmax
      • tensorflow::ops::SparseSparseMaximum
      • tensorflow::ops::SparseSparseMinimum
      • tensorflow::ops::SparseSplit
      • tensorflow::ops::SparseTensorDenseAdd
      • tensorflow::ops::SparseTensorDenseMatMul
      • tensorflow::ops::SparseTensorDenseMatMul::Attrs
      • tensorflow::ops::SparseToDense
      • tensorflow::ops::SparseToDense::Attrs
      • tensorflow::ops::TakeManySparseFromTensorsMap
      • tensorflow::ops::TakeManySparseFromTensorsMap::Attrs
    • state_ops
      • Overview
      • tensorflow::ops::Assign
      • tensorflow::ops::Assign::Attrs
      • tensorflow::ops::AssignAdd
      • tensorflow::ops::AssignAdd::Attrs
      • tensorflow::ops::AssignSub
      • tensorflow::ops::AssignSub::Attrs
      • tensorflow::ops::CountUpTo
      • tensorflow::ops::DestroyTemporaryVariable
      • tensorflow::ops::IsVariableInitialized
      • tensorflow::ops::ScatterAdd
      • tensorflow::ops::ScatterAdd::Attrs
      • tensorflow::ops::ScatterDiv
      • tensorflow::ops::ScatterDiv::Attrs
      • tensorflow::ops::ScatterMul
      • tensorflow::ops::ScatterMul::Attrs
      • tensorflow::ops::ScatterNdAdd
      • tensorflow::ops::ScatterNdAdd::Attrs
      • tensorflow::ops::ScatterNdSub
      • tensorflow::ops::ScatterNdSub::Attrs
      • tensorflow::ops::ScatterNdUpdate
      • tensorflow::ops::ScatterNdUpdate::Attrs
      • tensorflow::ops::ScatterSub
      • tensorflow::ops::ScatterSub::Attrs
      • tensorflow::ops::ScatterUpdate
      • tensorflow::ops::ScatterUpdate::Attrs
      • tensorflow::ops::TemporaryVariable
      • tensorflow::ops::TemporaryVariable::Attrs
      • tensorflow::ops::Variable
      • tensorflow::ops::Variable::Attrs
    • string_ops
      • Overview
      • tensorflow::ops::AsString
      • tensorflow::ops::AsString::Attrs
      • tensorflow::ops::DecodeBase64
      • tensorflow::ops::EncodeBase64
      • tensorflow::ops::EncodeBase64::Attrs
      • tensorflow::ops::ReduceJoin
      • tensorflow::ops::ReduceJoin::Attrs
      • tensorflow::ops::StringJoin
      • tensorflow::ops::StringJoin::Attrs
      • tensorflow::ops::StringSplit
      • tensorflow::ops::StringToHashBucket
      • tensorflow::ops::StringToHashBucketFast
      • tensorflow::ops::StringToHashBucketStrong
      • tensorflow::ops::Substr
    • training_ops
      • Overview
      • tensorflow::ops::ApplyAdadelta
      • tensorflow::ops::ApplyAdadelta::Attrs
      • tensorflow::ops::ApplyAdagrad
      • tensorflow::ops::ApplyAdagrad::Attrs
      • tensorflow::ops::ApplyAdagradDA
      • tensorflow::ops::ApplyAdagradDA::Attrs
      • tensorflow::ops::ApplyAdam
      • tensorflow::ops::ApplyAdam::Attrs
      • tensorflow::ops::ApplyCenteredRMSProp
      • tensorflow::ops::ApplyCenteredRMSProp::Attrs
      • tensorflow::ops::ApplyDelayCompensatedGradientDescent</