Module tensorflow::ops

source ·
Expand description

This module exposes functions for building standard operations.

Each operation has a struct which can be used as a builder and allows setting optional attributes:

ⓘ
MatMul::new().transpose_a(true).build(a, b, &mut scope)?;

and a function which is shorter when no attributes need to be set:

ⓘ
mat_mul(a, b, &mut scope)

Note that for some ops, the builder may always be required, because the op has required attributes with no default specified.

Structs

Functions

  • abort
    Shorthand for Abort::new().build(scope).
  • abs
    Shorthand for Abs::new().build(x, scope).
  • accumulate_nv2
    Shorthand for AccumulateNV2::new().build(inputs, scope).
  • accumulator_apply_gradient
    Shorthand for AccumulatorApplyGradient::new().build(handle, local_step, gradient, scope).
  • accumulator_num_accumulated
    Shorthand for AccumulatorNumAccumulated::new().build(handle, scope).
  • accumulator_set_global_step
    Shorthand for AccumulatorSetGlobalStep::new().build(handle, new_global_step, scope).
  • accumulator_take_gradient
    Shorthand for AccumulatorTakeGradient::new().build(handle, num_required, scope).
  • acos
    Shorthand for Acos::new().build(x, scope).
  • acosh
    Shorthand for Acosh::new().build(x, scope).
  • add
    Shorthand for Add::new().build(x, y, scope).
  • add_many_sparse_to_tensors_map
    Shorthand for AddManySparseToTensorsMap::new().build(sparse_indices, sparse_values, sparse_shape, scope).
  • add_n
    Shorthand for AddN::new().build(inputs, scope).
  • add_sparse_to_tensors_map
    Shorthand for AddSparseToTensorsMap::new().build(sparse_indices, sparse_values, sparse_shape, scope).
  • add_v2
    Shorthand for AddV2::new().build(x, y, scope).
  • adjust_contrast
    Shorthand for AdjustContrast::new().build(images, contrast_factor, min_value, max_value, scope).
  • adjust_contrastv2
    Shorthand for AdjustContrastv2::new().build(images, contrast_factor, scope).
  • adjust_hue
    Shorthand for AdjustHue::new().build(images, delta, scope).
  • adjust_saturation
    Shorthand for AdjustSaturation::new().build(images, scale, scope).
  • all
    Shorthand for All::new().build(input, reduction_indices, scope).
  • all_candidate_sampler
    Shorthand for AllCandidateSampler::new().build(true_classes, scope).
  • all_to_all
    Shorthand for AllToAll::new().build(input, group_assignment, scope).
  • angle
    Shorthand for Angle::new().build(input, scope).
  • anonymous_hash_table
    Shorthand for AnonymousHashTable::new().build(scope).
  • anonymous_iterator
    Shorthand for AnonymousIterator::new().build(scope).
  • anonymous_iterator_v2
    Shorthand for AnonymousIteratorV2::new().build(scope).
  • anonymous_iterator_v3
    Shorthand for AnonymousIteratorV3::new().build(scope).
  • anonymous_memory_cache
    Shorthand for AnonymousMemoryCache::new().build(scope).
  • anonymous_multi_device_iterator
    Shorthand for AnonymousMultiDeviceIterator::new().build(scope).
  • anonymous_multi_device_iterator_v3
    Shorthand for AnonymousMultiDeviceIteratorV3::new().build(scope).
  • anonymous_mutable_dense_hash_table
    Shorthand for AnonymousMutableDenseHashTable::new().build(empty_key, deleted_key, scope).
  • anonymous_mutable_hash_table
    Shorthand for AnonymousMutableHashTable::new().build(scope).
  • anonymous_mutable_hash_table_of_tensors
    Shorthand for AnonymousMutableHashTableOfTensors::new().build(scope).
  • anonymous_random_seed_generator
    Shorthand for AnonymousRandomSeedGenerator::new().build(seed, seed2, scope).
  • anonymous_seed_generator
    Shorthand for AnonymousSeedGenerator::new().build(seed, seed2, reshuffle, scope).
  • any
    Shorthand for Any::new().build(input, reduction_indices, scope).
  • apply_ada_max
    Shorthand for ApplyAdaMax::new().build(var, m, v, beta1_power, lr, beta1, beta2, epsilon, grad, scope).
  • apply_adadelta
    Shorthand for ApplyAdadelta::new().build(var, accum, accum_update, lr, rho, epsilon, grad, scope).
  • apply_adagrad
    Shorthand for ApplyAdagrad::new().build(var, accum, lr, grad, scope).
  • apply_adagrad_da
    Shorthand for ApplyAdagradDA::new().build(var, gradient_accumulator, gradient_squared_accumulator, grad, lr, l1, l2, global_step, scope).
  • apply_adagrad_v2
    Shorthand for ApplyAdagradV2::new().build(var, accum, lr, epsilon, grad, scope).
  • apply_adam
    Shorthand for ApplyAdam::new().build(var, m, v, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad, scope).
  • apply_add_sign
    Shorthand for ApplyAddSign::new().build(var, m, lr, alpha, sign_decay, beta, grad, scope).
  • apply_centered_rmsprop
    Shorthand for ApplyCenteredRMSProp::new().build(var, mg, ms, mom, lr, rho, momentum, epsilon, grad, scope).
  • apply_ftrl
    Shorthand for ApplyFtrl::new().build(var, accum, linear, grad, lr, l1, l2, lr_power, scope).
  • apply_ftrl_v2
    Shorthand for ApplyFtrlV2::new().build(var, accum, linear, grad, lr, l1, l2, l2_shrinkage, lr_power, scope).
  • apply_gradient_descent
    Shorthand for ApplyGradientDescent::new().build(var, alpha, delta, scope).
  • apply_momentum
    Shorthand for ApplyMomentum::new().build(var, accum, lr, grad, momentum, scope).
  • apply_power_sign
    Shorthand for ApplyPowerSign::new().build(var, m, lr, logbase, sign_decay, beta, grad, scope).
  • apply_proximal_adagrad
    Shorthand for ApplyProximalAdagrad::new().build(var, accum, lr, l1, l2, grad, scope).
  • apply_proximal_gradient_descent
    Shorthand for ApplyProximalGradientDescent::new().build(var, alpha, l1, l2, delta, scope).
  • apply_rmsprop
    Shorthand for ApplyRMSProp::new().build(var, ms, mom, lr, rho, momentum, epsilon, grad, scope).
  • approx_top_k
    Shorthand for ApproxTopK::new().build(input, scope).
  • approximate_equal
    Shorthand for ApproximateEqual::new().build(x, y, scope).
  • arg_max
    Shorthand for ArgMax::new().build(input, dimension, scope).
  • arg_min
    Shorthand for ArgMin::new().build(input, dimension, scope).
  • as_string
    Shorthand for AsString::new().build(input, scope).
  • asin
    Shorthand for Asin::new().build(x, scope).
  • asinh
    Shorthand for Asinh::new().build(x, scope).
  • assert
    Shorthand for Assert::new().build(condition, data, scope).
  • assert_cardinality_dataset
    Shorthand for AssertCardinalityDataset::new().build(input_dataset, cardinality, scope).
  • assert_next_dataset
    Shorthand for AssertNextDataset::new().build(input_dataset, transformations, scope).
  • assert_prev_dataset
    Shorthand for AssertPrevDataset::new().build(input_dataset, transformations, scope).
  • assign
    Shorthand for Assign::new().build(ref_, value, scope).
  • assign_add
    Shorthand for AssignAdd::new().build(ref_, value, scope).
  • assign_add_variable_op
    Shorthand for AssignAddVariableOp::new().build(resource, value, scope).
  • assign_sub
    Shorthand for AssignSub::new().build(ref_, value, scope).
  • assign_sub_variable_op
    Shorthand for AssignSubVariableOp::new().build(resource, value, scope).
  • assign_variable_op
    Shorthand for AssignVariableOp::new().build(resource, value, scope).
  • assign_variable_xla_concat_nd
    Shorthand for AssignVariableXlaConcatND::new().build(resource, inputs, scope).
  • atan
    Shorthand for Atan::new().build(x, scope).
  • atan2
    Shorthand for Atan2::new().build(y, x, scope).
  • atanh
    Shorthand for Atanh::new().build(x, scope).
  • audio_spectrogram
    Shorthand for AudioSpectrogram::new().build(input, scope).
  • audio_summary
    Shorthand for AudioSummary::new().build(tag, tensor, scope).
  • audio_summary_v2
    Shorthand for AudioSummaryV2::new().build(tag, tensor, sample_rate, scope).
  • auto_shard_dataset
    Shorthand for AutoShardDataset::new().build(input_dataset, num_workers, index, scope).
  • avg_pool
    Shorthand for AvgPool::new().build(value, scope).
  • avg_pool3_d
    Shorthand for AvgPool3D::new().build(input, scope).
  • avg_pool3_dgrad
    Shorthand for AvgPool3DGrad::new().build(orig_input_shape, grad, scope).
  • avg_pool_grad
    Shorthand for AvgPoolGrad::new().build(orig_input_shape, grad, scope).
  • banded_triangular_solve
    Shorthand for BandedTriangularSolve::new().build(matrix, rhs, scope).
  • barrier
    Shorthand for Barrier::new().build(scope).
  • barrier_close
    Shorthand for BarrierClose::new().build(handle, scope).
  • barrier_incomplete_size
    Shorthand for BarrierIncompleteSize::new().build(handle, scope).
  • barrier_insert_many
    Shorthand for BarrierInsertMany::new().build(handle, keys, values, scope).
  • barrier_ready_size
    Shorthand for BarrierReadySize::new().build(handle, scope).
  • barrier_take_many
    Shorthand for BarrierTakeMany::new().build(handle, num_elements, scope).
  • batch
    Shorthand for Batch::new().build(in_tensors, scope).
  • batch_cholesky
    Shorthand for BatchCholesky::new().build(input, scope).
  • batch_cholesky_grad
    Shorthand for BatchCholeskyGrad::new().build(l, grad, scope).
  • batch_dataset
    Shorthand for BatchDataset::new().build(input_dataset, batch_size, scope).
  • batch_dataset_v2
    Shorthand for BatchDatasetV2::new().build(input_dataset, batch_size, drop_remainder, scope).
  • batch_fft
    Shorthand for BatchFFT::new().build(input, scope).
  • batch_fft2_d
    Shorthand for BatchFFT2D::new().build(input, scope).
  • batch_fft3_d
    Shorthand for BatchFFT3D::new().build(input, scope).
  • batch_function
    Shorthand for BatchFunction::new().build(in_tensors, captured_tensors, scope).
  • batch_ifft
    Shorthand for BatchIFFT::new().build(input, scope).
  • batch_ifft2_d
    Shorthand for BatchIFFT2D::new().build(input, scope).
  • batch_ifft3_d
    Shorthand for BatchIFFT3D::new().build(input, scope).
  • batch_mat_mul
    Shorthand for BatchMatMul::new().build(x, y, scope).
  • batch_mat_mul_v2
    Shorthand for BatchMatMulV2::new().build(x, y, scope).
  • batch_mat_mul_v3
    Shorthand for BatchMatMulV3::new().build(x, y, scope).
  • batch_matrix_band_part
    Shorthand for BatchMatrixBandPart::new().build(input, num_lower, num_upper, scope).
  • batch_matrix_determinant
    Shorthand for BatchMatrixDeterminant::new().build(input, scope).
  • batch_matrix_diag
    Shorthand for BatchMatrixDiag::new().build(diagonal, scope).
  • batch_matrix_diag_part
    Shorthand for BatchMatrixDiagPart::new().build(input, scope).
  • batch_matrix_inverse
    Shorthand for BatchMatrixInverse::new().build(input, scope).
  • batch_matrix_set_diag
    Shorthand for BatchMatrixSetDiag::new().build(input, diagonal, scope).
  • batch_matrix_solve
    Shorthand for BatchMatrixSolve::new().build(matrix, rhs, scope).
  • batch_matrix_solve_ls
    Shorthand for BatchMatrixSolveLs::new().build(matrix, rhs, l2_regularizer, scope).
  • batch_matrix_triangular_solve
    Shorthand for BatchMatrixTriangularSolve::new().build(matrix, rhs, scope).
  • batch_norm_with_global_normalization
    Shorthand for BatchNormWithGlobalNormalization::new().build(t, m, v, beta, gamma, scope).
  • batch_norm_with_global_normalization_grad
    Shorthand for BatchNormWithGlobalNormalizationGrad::new().build(t, m, v, gamma, backprop, scope).
  • batch_self_adjoint_eig
    Shorthand for BatchSelfAdjointEig::new().build(input, scope).
  • batch_self_adjoint_eig_v2
    Shorthand for BatchSelfAdjointEigV2::new().build(input, scope).
  • batch_svd
    Shorthand for BatchSvd::new().build(input, scope).
  • batch_to_space
    Shorthand for BatchToSpace::new().build(input, crops, scope).
  • batch_to_space_nd
    Shorthand for BatchToSpaceND::new().build(input, block_shape, crops, scope).
  • bessel_i0
    Shorthand for BesselI0::new().build(x, scope).
  • bessel_i0e
    Shorthand for BesselI0e::new().build(x, scope).
  • bessel_i1
    Shorthand for BesselI1::new().build(x, scope).
  • bessel_i1e
    Shorthand for BesselI1e::new().build(x, scope).
  • bessel_j0
    Shorthand for BesselJ0::new().build(x, scope).
  • bessel_j1
    Shorthand for BesselJ1::new().build(x, scope).
  • bessel_k0
    Shorthand for BesselK0::new().build(x, scope).
  • bessel_k0e
    Shorthand for BesselK0e::new().build(x, scope).
  • bessel_k1
    Shorthand for BesselK1::new().build(x, scope).
  • bessel_k1e
    Shorthand for BesselK1e::new().build(x, scope).
  • bessel_y0
    Shorthand for BesselY0::new().build(x, scope).
  • bessel_y1
    Shorthand for BesselY1::new().build(x, scope).
  • betainc
    Shorthand for Betainc::new().build(a, b, x, scope).
  • bias_add
    Shorthand for BiasAdd::new().build(value, bias, scope).
  • bias_add_grad
    Shorthand for BiasAddGrad::new().build(out_backprop, scope).
  • bias_add_v1
    Shorthand for BiasAddV1::new().build(value, bias, scope).
  • bincount
    Shorthand for Bincount::new().build(arr, size, weights, scope).
  • bitcast
    Shorthand for Bitcast::new().build(input, scope).
  • bitwise_and
    Shorthand for BitwiseAnd::new().build(x, y, scope).
  • bitwise_or
    Shorthand for BitwiseOr::new().build(x, y, scope).
  • bitwise_xor
    Shorthand for BitwiseXor::new().build(x, y, scope).
  • block_lstm
    Shorthand for BlockLSTM::new().build(seq_len_max, x, cs_prev, h_prev, w, wci, wcf, wco, b, scope).
  • block_lstmgrad
    Shorthand for BlockLSTMGrad::new().build(seq_len_max, x, cs_prev, h_prev, w, wci, wcf, wco, b, i, cs, f, o, ci, co, h, cs_grad, h_grad, scope).
  • block_lstmgrad_v2
    Shorthand for BlockLSTMGradV2::new().build(seq_len_max, x, cs_prev, h_prev, w, wci, wcf, wco, b, i, cs, f, o, ci, co, h, cs_grad, h_grad, scope).
  • block_lstmv2
    Shorthand for BlockLSTMV2::new().build(seq_len_max, x, cs_prev, h_prev, w, wci, wcf, wco, b, scope).
  • boosted_trees_aggregate_stats
    Shorthand for BoostedTreesAggregateStats::new().build(node_ids, gradients, hessians, feature, scope).
  • boosted_trees_bucketize
    Shorthand for BoostedTreesBucketize::new().build(float_values, bucket_boundaries, scope).
  • boosted_trees_calculate_best_feature_split
    Shorthand for BoostedTreesCalculateBestFeatureSplit::new().build(node_id_range, stats_summary, l1, l2, tree_complexity, min_node_weight, scope).
  • boosted_trees_calculate_best_feature_split_v2
    Shorthand for BoostedTreesCalculateBestFeatureSplitV2::new().build(node_id_range, stats_summaries_list, split_types, candidate_feature_ids, l1, l2, tree_complexity, min_node_weight, scope).
  • boosted_trees_calculate_best_gains_per_feature
    Shorthand for BoostedTreesCalculateBestGainsPerFeature::new().build(node_id_range, stats_summary_list, l1, l2, tree_complexity, min_node_weight, scope).
  • boosted_trees_center_bias
    Shorthand for BoostedTreesCenterBias::new().build(tree_ensemble_handle, mean_gradients, mean_hessians, l1, l2, scope).
  • boosted_trees_create_ensemble
    Shorthand for BoostedTreesCreateEnsemble::new().build(tree_ensemble_handle, stamp_token, tree_ensemble_serialized, scope).
  • boosted_trees_create_quantile_stream_resource
    Shorthand for BoostedTreesCreateQuantileStreamResource::new().build(quantile_stream_resource_handle, epsilon, num_streams, scope).
  • boosted_trees_deserialize_ensemble
    Shorthand for BoostedTreesDeserializeEnsemble::new().build(tree_ensemble_handle, stamp_token, tree_ensemble_serialized, scope).
  • boosted_trees_ensemble_resource_handle_op
    Shorthand for BoostedTreesEnsembleResourceHandleOp::new().build(scope).
  • boosted_trees_example_debug_outputs
    Shorthand for BoostedTreesExampleDebugOutputs::new().build(tree_ensemble_handle, bucketized_features, scope).
  • boosted_trees_flush_quantile_summaries
    Shorthand for BoostedTreesFlushQuantileSummaries::new().build(quantile_stream_resource_handle, scope).
  • boosted_trees_get_ensemble_states
    Shorthand for BoostedTreesGetEnsembleStates::new().build(tree_ensemble_handle, scope).
  • boosted_trees_make_quantile_summaries
    Shorthand for BoostedTreesMakeQuantileSummaries::new().build(float_values, example_weights, epsilon, scope).
  • boosted_trees_make_stats_summary
    Shorthand for BoostedTreesMakeStatsSummary::new().build(node_ids, gradients, hessians, bucketized_features_list, scope).
  • boosted_trees_predict
    Shorthand for BoostedTreesPredict::new().build(tree_ensemble_handle, bucketized_features, scope).
  • boosted_trees_quantile_stream_resource_add_summaries
    Shorthand for BoostedTreesQuantileStreamResourceAddSummaries::new().build(quantile_stream_resource_handle, summaries, scope).
  • boosted_trees_quantile_stream_resource_deserialize
    Shorthand for BoostedTreesQuantileStreamResourceDeserialize::new().build(quantile_stream_resource_handle, bucket_boundaries, scope).
  • boosted_trees_quantile_stream_resource_flush
    Shorthand for BoostedTreesQuantileStreamResourceFlush::new().build(quantile_stream_resource_handle, num_buckets, scope).
  • boosted_trees_quantile_stream_resource_get_bucket_boundaries
    Shorthand for BoostedTreesQuantileStreamResourceGetBucketBoundaries::new().build(quantile_stream_resource_handle, scope).
  • boosted_trees_quantile_stream_resource_handle_op
    Shorthand for BoostedTreesQuantileStreamResourceHandleOp::new().build(scope).
  • boosted_trees_serialize_ensemble
    Shorthand for BoostedTreesSerializeEnsemble::new().build(tree_ensemble_handle, scope).
  • boosted_trees_sparse_aggregate_stats
    Shorthand for BoostedTreesSparseAggregateStats::new().build(node_ids, gradients, hessians, feature_indices, feature_values, feature_shape, scope).
  • boosted_trees_sparse_calculate_best_feature_split
    Shorthand for BoostedTreesSparseCalculateBestFeatureSplit::new().build(node_id_range, stats_summary_indices, stats_summary_values, stats_summary_shape, l1, l2, tree_complexity, min_node_weight, scope).
  • boosted_trees_training_predict
    Shorthand for BoostedTreesTrainingPredict::new().build(tree_ensemble_handle, cached_tree_ids, cached_node_ids, bucketized_features, scope).
  • boosted_trees_update_ensemble
    Shorthand for BoostedTreesUpdateEnsemble::new().build(tree_ensemble_handle, feature_ids, node_ids, gains, thresholds, left_node_contribs, right_node_contribs, max_depth, learning_rate, scope).
  • boosted_trees_update_ensemble_v2
    Shorthand for BoostedTreesUpdateEnsembleV2::new().build(tree_ensemble_handle, feature_ids, dimension_ids, node_ids, gains, thresholds, left_node_contribs, right_node_contribs, split_types, max_depth, learning_rate, pruning_mode, scope).
  • broadcast_args
    Shorthand for BroadcastArgs::new().build(s0, s1, scope).
  • broadcast_gradient_args
    Shorthand for BroadcastGradientArgs::new().build(s0, s1, scope).
  • broadcast_to
    Shorthand for BroadcastTo::new().build(input, shape, scope).
  • bucketize
    Shorthand for Bucketize::new().build(input, scope).
  • bytes_produced_stats_dataset
    Shorthand for BytesProducedStatsDataset::new().build(input_dataset, tag, scope).
  • cache_dataset
    Shorthand for CacheDataset::new().build(input_dataset, filename, scope).
  • cache_dataset_v2
    Shorthand for CacheDatasetV2::new().build(input_dataset, filename, cache, scope).
  • case
    Shorthand for Case::new().build(branch_index, input, scope).
  • cast
    Shorthand for Cast::new().build(x, scope).
  • ceil
    Shorthand for Ceil::new().build(x, scope).
  • check_numerics
    Shorthand for CheckNumerics::new().build(tensor, scope).
  • check_numerics_v2
    Shorthand for CheckNumericsV2::new().build(tensor, scope).
  • cholesky
    Shorthand for Cholesky::new().build(input, scope).
  • cholesky_grad
    Shorthand for CholeskyGrad::new().build(l, grad, scope).
  • choose_fastest_branch_dataset
    Shorthand for ChooseFastestBranchDataset::new().build(input_dataset, ratio_numerator, ratio_denominator, other_arguments, scope).
  • choose_fastest_dataset
    Shorthand for ChooseFastestDataset::new().build(input_datasets, scope).
  • clip_by_value
    Shorthand for ClipByValue::new().build(t, clip_value_min, clip_value_max, scope).
  • close_summary_writer
    Shorthand for CloseSummaryWriter::new().build(writer, scope).
  • collate_tpuembedding_memory
    Shorthand for CollateTPUEmbeddingMemory::new().build(memory_configs, scope).
  • collective_all_to_all_v2
    Shorthand for CollectiveAllToAllV2::new().build(input, group_size, group_key, instance_key, ordering_token, scope).
  • collective_all_to_all_v3
    Shorthand for CollectiveAllToAllV3::new().build(input, communicator, group_assignment, scope).
  • collective_assign_group_v2
    Shorthand for CollectiveAssignGroupV2::new().build(group_assignment, device_index, base_key, scope).
  • collective_bcast_recv
    Shorthand for CollectiveBcastRecv::new().build(scope).
  • collective_bcast_recv_v2
    Shorthand for CollectiveBcastRecvV2::new().build(group_size, group_key, instance_key, shape, scope).
  • collective_bcast_send
    Shorthand for CollectiveBcastSend::new().build(input, scope).
  • collective_bcast_send_v2
    Shorthand for CollectiveBcastSendV2::new().build(input, group_size, group_key, instance_key, scope).
  • collective_gather
    Shorthand for CollectiveGather::new().build(input, scope).
  • collective_gather_v2
    Shorthand for CollectiveGatherV2::new().build(input, group_size, group_key, instance_key, ordering_token, scope).
  • collective_initialize_communicator
    Shorthand for CollectiveInitializeCommunicator::new().build(group_key, rank, group_size, scope).
  • collective_permute
    Shorthand for CollectivePermute::new().build(input, source_target_pairs, scope).
  • collective_reduce
    Shorthand for CollectiveReduce::new().build(input, scope).
  • collective_reduce_scatter_v2
    Shorthand for CollectiveReduceScatterV2::new().build(input, group_size, group_key, instance_key, ordering_token, scope).
  • collective_reduce_v2
    Shorthand for CollectiveReduceV2::new().build(input, group_size, group_key, instance_key, ordering_token, scope).
  • collective_reduce_v3
    Shorthand for CollectiveReduceV3::new().build(input, communicator, group_assignment, scope).
  • combined_non_max_suppression
    Shorthand for CombinedNonMaxSuppression::new().build(boxes, scores, max_output_size_per_class, max_total_size, iou_threshold, score_threshold, scope).
  • complex
    Shorthand for Complex::new().build(real, imag, scope).
  • complex_abs
    Shorthand for ComplexAbs::new().build(x, scope).
  • composite_tensor_variant_from_components
    Shorthand for CompositeTensorVariantFromComponents::new().build(components, scope).
  • composite_tensor_variant_to_components
    Shorthand for CompositeTensorVariantToComponents::new().build(encoded, scope).
  • compress_element
    Shorthand for CompressElement::new().build(components, scope).
  • compute_accidental_hits
    Shorthand for ComputeAccidentalHits::new().build(true_classes, sampled_candidates, scope).
  • compute_batch_size
    Shorthand for ComputeBatchSize::new().build(input_dataset, scope).
  • compute_dedup_data_tuple_mask
    Shorthand for ComputeDedupDataTupleMask::new().build(scope).
  • concat
    Shorthand for Concat::new().build(concat_dim, values, scope).
  • concat_offset
    Shorthand for ConcatOffset::new().build(concat_dim, shape, scope).
  • concat_v2
    Shorthand for ConcatV2::new().build(values, axis, scope).
  • concatenate_dataset
    Shorthand for ConcatenateDataset::new().build(input_dataset, another_dataset, scope).
  • conditional_accumulator
    Shorthand for ConditionalAccumulator::new().build(scope).
  • configure_and_initialize_global_tpu
    Shorthand for ConfigureAndInitializeGlobalTPU::new().build(scope).
  • configure_distributed_tpu
    Shorthand for ConfigureDistributedTPU::new().build(scope).
  • configure_tpuembedding
    Shorthand for ConfigureTPUEmbedding::new().build(scope).
  • configure_tpuembedding_host
    Shorthand for ConfigureTPUEmbeddingHost::new().build(common_config, memory_config, scope).
  • configure_tpuembedding_memory
    Shorthand for ConfigureTPUEmbeddingMemory::new().build(common_config, scope).
  • conj
    Shorthand for Conj::new().build(input, scope).
  • conjugate_transpose
    Shorthand for ConjugateTranspose::new().build(x, perm, scope).
  • connect_tpuembedding_hosts
    Shorthand for ConnectTPUEmbeddingHosts::new().build(network_configs, scope).
  • const_
    Shorthand for Const::new().build(scope).
  • constant
    Creates a constant.
  • consume_mutex_lock
    Shorthand for ConsumeMutexLock::new().build(mutex_lock, scope).
  • control_trigger
    Shorthand for ControlTrigger::new().build(scope).
  • conv2_d
    Shorthand for Conv2D::new().build(input, filter, scope).
  • conv2_dbackprop_filter
    Shorthand for Conv2DBackpropFilter::new().build(input, filter_sizes, out_backprop, scope).
  • conv2_dbackprop_filter_v2
    Shorthand for Conv2DBackpropFilterV2::new().build(input, filter, out_backprop, scope).
  • conv2_dbackprop_input
    Shorthand for Conv2DBackpropInput::new().build(input_sizes, filter, out_backprop, scope).
  • conv2_dbackprop_input_v2
    Shorthand for Conv2DBackpropInputV2::new().build(input, filter, out_backprop, scope).
  • conv3_d
    Shorthand for Conv3D::new().build(input, filter, scope).
  • conv3_dbackprop_filter
    Shorthand for Conv3DBackpropFilter::new().build(input, filter, out_backprop, scope).
  • conv3_dbackprop_filter_v2
    Shorthand for Conv3DBackpropFilterV2::new().build(input, filter_sizes, out_backprop, scope).
  • conv3_dbackprop_input
    Shorthand for Conv3DBackpropInput::new().build(input, filter, out_backprop, scope).
  • conv3_dbackprop_input_v2
    Shorthand for Conv3DBackpropInputV2::new().build(input_sizes, filter, out_backprop, scope).
  • copy
    Shorthand for Copy::new().build(input, scope).
  • copy_host
    Shorthand for CopyHost::new().build(input, scope).
  • copy_to_mesh
    Shorthand for CopyToMesh::new().build(input, scope).
  • copy_to_mesh_grad
    Shorthand for CopyToMeshGrad::new().build(input, forward_input, scope).
  • cos
    Shorthand for Cos::new().build(x, scope).
  • cosh
    Shorthand for Cosh::new().build(x, scope).
  • count_up_to
    Shorthand for CountUpTo::new().build(ref_, scope).
  • create_summary_db_writer
    Shorthand for CreateSummaryDbWriter::new().build(writer, db_uri, experiment_name, run_name, user_name, scope).
  • create_summary_file_writer
    Shorthand for CreateSummaryFileWriter::new().build(writer, logdir, max_queue, flush_millis, filename_suffix, scope).
  • crop_and_resize
    Shorthand for CropAndResize::new().build(image, boxes, box_ind, crop_size, scope).
  • crop_and_resize_grad_boxes
    Shorthand for CropAndResizeGradBoxes::new().build(grads, image, boxes, box_ind, scope).
  • crop_and_resize_grad_image
    Shorthand for CropAndResizeGradImage::new().build(grads, boxes, box_ind, image_size, scope).
  • cross
    Shorthand for Cross::new().build(a, b, scope).
  • cross_replica_sum
    Shorthand for CrossReplicaSum::new().build(input, group_assignment, scope).
  • csrsparse_matrix_components
    Shorthand for CSRSparseMatrixComponents::new().build(csr_sparse_matrix, index, scope).
  • csrsparse_matrix_to_dense
    Shorthand for CSRSparseMatrixToDense::new().build(sparse_input, scope).
  • csrsparse_matrix_to_sparse_tensor
    Shorthand for CSRSparseMatrixToSparseTensor::new().build(sparse_matrix, scope).
  • csvdataset
    Shorthand for CSVDataset::new().build(filenames, compression_type, buffer_size, header, field_delim, use_quote_delim, na_value, select_cols, record_defaults, scope).
  • csvdataset_v2
    Shorthand for CSVDatasetV2::new().build(filenames, compression_type, buffer_size, header, field_delim, use_quote_delim, na_value, select_cols, record_defaults, exclude_cols, scope).
  • ctcbeam_search_decoder
    Shorthand for CTCBeamSearchDecoder::new().build(inputs, sequence_length, scope).
  • ctcgreedy_decoder
    Shorthand for CTCGreedyDecoder::new().build(inputs, sequence_length, scope).
  • ctcloss
    Shorthand for CTCLoss::new().build(inputs, labels_indices, labels_values, sequence_length, scope).
  • ctcloss_v2
    Shorthand for CTCLossV2::new().build(inputs, labels_indices, labels_values, sequence_length, scope).
  • cudnn_rnn
    Shorthand for CudnnRNN::new().build(input, input_h, input_c, params, scope).
  • cudnn_rnnbackprop
    Shorthand for CudnnRNNBackprop::new().build(input, input_h, input_c, params, output, output_h, output_c, output_backprop, output_h_backprop, output_c_backprop, reserve_space, scope).
  • cudnn_rnnbackprop_v2
    Shorthand for CudnnRNNBackpropV2::new().build(input, input_h, input_c, params, output, output_h, output_c, output_backprop, output_h_backprop, output_c_backprop, reserve_space, host_reserved, scope).
  • cudnn_rnnbackprop_v3
    Shorthand for CudnnRNNBackpropV3::new().build(input, input_h, input_c, params, sequence_lengths, output, output_h, output_c, output_backprop, output_h_backprop, output_c_backprop, reserve_space, host_reserved, scope).
  • cudnn_rnncanonical_to_params
    Shorthand for CudnnRNNCanonicalToParams::new().build(num_layers, num_units, input_size, weights, biases, scope).
  • cudnn_rnncanonical_to_params_v2
    Shorthand for CudnnRNNCanonicalToParamsV2::new().build(num_layers, num_units, input_size, weights, biases, scope).
  • cudnn_rnnparams_size
    Shorthand for CudnnRNNParamsSize::new().build(num_layers, num_units, input_size, scope).
  • cudnn_rnnparams_to_canonical
    Shorthand for CudnnRNNParamsToCanonical::new().build(num_layers, num_units, input_size, params, scope).
  • cudnn_rnnparams_to_canonical_v2
    Shorthand for CudnnRNNParamsToCanonicalV2::new().build(num_layers, num_units, input_size, params, scope).
  • cudnn_rnnv2
    Shorthand for CudnnRNNV2::new().build(input, input_h, input_c, params, scope).
  • cudnn_rnnv3
    Shorthand for CudnnRNNV3::new().build(input, input_h, input_c, params, sequence_lengths, scope).
  • cumprod
    Shorthand for Cumprod::new().build(x, axis, scope).
  • cumsum
    Shorthand for Cumsum::new().build(x, axis, scope).
  • cumulative_logsumexp
    Shorthand for CumulativeLogsumexp::new().build(x, axis, scope).
  • data_format_dim_map
    Shorthand for DataFormatDimMap::new().build(x, scope).
  • data_format_vec_permute
    Shorthand for DataFormatVecPermute::new().build(x, scope).
  • data_service_dataset
    Shorthand for DataServiceDataset::new().build(dataset_id, processing_mode, address, protocol, job_name, max_outstanding_requests, iteration_counter, scope).
  • data_service_dataset_v2
    Shorthand for DataServiceDatasetV2::new().build(dataset_id, processing_mode, address, protocol, job_name, consumer_index, num_consumers, max_outstanding_requests, iteration_counter, scope).
  • data_service_dataset_v3
    Shorthand for DataServiceDatasetV3::new().build(dataset_id, processing_mode, address, protocol, job_name, consumer_index, num_consumers, max_outstanding_requests, iteration_counter, scope).
  • data_service_dataset_v4
    Shorthand for DataServiceDatasetV4::new().build(dataset_id, processing_mode, address, protocol, job_name, consumer_index, num_consumers, max_outstanding_requests, iteration_counter, scope).
  • dataset_cardinality
    Shorthand for DatasetCardinality::new().build(input_dataset, scope).
  • dataset_from_graph
    Shorthand for DatasetFromGraph::new().build(graph_def, scope).
  • dataset_to_graph
    Shorthand for DatasetToGraph::new().build(input_dataset, scope).
  • dataset_to_graph_v2
    Shorthand for DatasetToGraphV2::new().build(input_dataset, scope).
  • dataset_to_single_element
    Shorthand for DatasetToSingleElement::new().build(dataset, scope).
  • dataset_to_tfrecord
    Shorthand for DatasetToTFRecord::new().build(input_dataset, filename, compression_type, scope).
  • dawsn
    Shorthand for Dawsn::new().build(x, scope).
  • debug_gradient_identity
    Shorthand for DebugGradientIdentity::new().build(input, scope).
  • debug_gradient_ref_identity
    Shorthand for DebugGradientRefIdentity::new().build(input, scope).
  • debug_identity
    Shorthand for DebugIdentity::new().build(input, scope).
  • debug_identity_v2
    Shorthand for DebugIdentityV2::new().build(input, scope).
  • debug_identity_v3
    Shorthand for DebugIdentityV3::new().build(input, scope).
  • debug_nan_count
    Shorthand for DebugNanCount::new().build(input, scope).
  • debug_numeric_summary
    Shorthand for DebugNumericSummary::new().build(input, scope).
  • debug_numeric_summary_v2
    Shorthand for DebugNumericSummaryV2::new().build(input, scope).
  • decode_and_crop_jpeg
    Shorthand for DecodeAndCropJpeg::new().build(contents, crop_window, scope).
  • decode_base64
    Shorthand for DecodeBase64::new().build(input, scope).
  • decode_bmp
    Shorthand for DecodeBmp::new().build(contents, scope).
  • decode_compressed
    Shorthand for DecodeCompressed::new().build(bytes, scope).
  • decode_csv
    Shorthand for DecodeCSV::new().build(records, record_defaults, scope).
  • decode_gif
    Shorthand for DecodeGif::new().build(contents, scope).
  • decode_image
    Shorthand for DecodeImage::new().build(contents, scope).
  • decode_jpeg
    Shorthand for DecodeJpeg::new().build(contents, scope).
  • decode_jsonexample
    Shorthand for DecodeJSONExample::new().build(json_examples, scope).
  • decode_padded_raw
    Shorthand for DecodePaddedRaw::new().build(input_bytes, fixed_length, scope).
  • decode_png
    Shorthand for DecodePng::new().build(contents, scope).
  • decode_proto_v2
    Shorthand for DecodeProtoV2::new().build(bytes, scope).
  • decode_raw
    Shorthand for DecodeRaw::new().build(bytes, scope).
  • decode_wav
    Shorthand for DecodeWav::new().build(contents, scope).
  • deep_copy
    Shorthand for DeepCopy::new().build(x, scope).
  • delete_iterator
    Shorthand for DeleteIterator::new().build(handle, deleter, scope).
  • delete_memory_cache
    Shorthand for DeleteMemoryCache::new().build(handle, deleter, scope).
  • delete_multi_device_iterator
    Shorthand for DeleteMultiDeviceIterator::new().build(multi_device_iterator, iterators, deleter, scope).
  • delete_random_seed_generator
    Shorthand for DeleteRandomSeedGenerator::new().build(handle, deleter, scope).
  • delete_seed_generator
    Shorthand for DeleteSeedGenerator::new().build(handle, deleter, scope).
  • delete_session_tensor
    Shorthand for DeleteSessionTensor::new().build(handle, scope).
  • dense_bincount
    Shorthand for DenseBincount::new().build(input, size, weights, scope).
  • dense_count_sparse_output
    Shorthand for DenseCountSparseOutput::new().build(values, weights, scope).
  • dense_to_csrsparse_matrix
    Shorthand for DenseToCSRSparseMatrix::new().build(dense_input, indices, scope).
  • dense_to_dense_set_operation
    Shorthand for DenseToDenseSetOperation::new().build(set1, set2, scope).
  • dense_to_sparse_batch_dataset
    Shorthand for DenseToSparseBatchDataset::new().build(input_dataset, batch_size, row_shape, scope).
  • dense_to_sparse_set_operation
    Shorthand for DenseToSparseSetOperation::new().build(set1, set2_indices, set2_values, set2_shape, scope).
  • depth_to_space
    Shorthand for DepthToSpace::new().build(input, scope).
  • depthwise_conv2d_native
    Shorthand for DepthwiseConv2dNative::new().build(input, filter, scope).
  • depthwise_conv2d_native_backprop_filter
    Shorthand for DepthwiseConv2dNativeBackpropFilter::new().build(input, filter_sizes, out_backprop, scope).
  • depthwise_conv2d_native_backprop_input
    Shorthand for DepthwiseConv2dNativeBackpropInput::new().build(input_sizes, filter, out_backprop, scope).
  • dequantize
    Shorthand for Dequantize::new().build(input, min_range, max_range, scope).
  • deserialize_iterator
    Shorthand for DeserializeIterator::new().build(resource_handle, serialized, scope).
  • deserialize_many_sparse
    Shorthand for DeserializeManySparse::new().build(serialized_sparse, scope).
  • deserialize_sparse
    Shorthand for DeserializeSparse::new().build(serialized_sparse, scope).
  • destroy_resource_op
    Shorthand for DestroyResourceOp::new().build(resource, scope).
  • destroy_temporary_variable
    Shorthand for DestroyTemporaryVariable::new().build(ref_, scope).
  • device_index
    Shorthand for DeviceIndex::new().build(scope).
  • diag
    Shorthand for Diag::new().build(diagonal, scope).
  • diag_part
    Shorthand for DiagPart::new().build(input, scope).
  • digamma
    Shorthand for Digamma::new().build(x, scope).
  • dilation2_d
    Shorthand for Dilation2D::new().build(input, filter, scope).
  • dilation2_dbackprop_filter
    Shorthand for Dilation2DBackpropFilter::new().build(input, filter, out_backprop, scope).
  • dilation2_dbackprop_input
    Shorthand for Dilation2DBackpropInput::new().build(input, filter, out_backprop, scope).
  • directed_interleave_dataset
    Shorthand for DirectedInterleaveDataset::new().build(selector_input_dataset, data_input_datasets, scope).
  • disable_copy_on_read
    Shorthand for DisableCopyOnRead::new().build(resource, scope).
  • distributed_save
    Shorthand for DistributedSave::new().build(dataset, directory, address, scope).
  • div
    Shorthand for Div::new().build(x, y, scope).
  • div_no_nan
    Shorthand for DivNoNan::new().build(x, y, scope).
  • draw_bounding_boxes
    Shorthand for DrawBoundingBoxes::new().build(images, boxes, scope).
  • draw_bounding_boxes_v2
    Shorthand for DrawBoundingBoxesV2::new().build(images, boxes, colors, scope).
  • dtensor_restore_v2
    Shorthand for DTensorRestoreV2::new().build(prefix, tensor_names, shape_and_slices, scope).
  • dtensor_set_global_tpuarray
    Shorthand for DTensorSetGlobalTPUArray::new().build(topology, scope).
  • dummy_iteration_counter
    Shorthand for DummyIterationCounter::new().build(scope).
  • dummy_memory_cache
    Shorthand for DummyMemoryCache::new().build(scope).
  • dummy_seed_generator
    Shorthand for DummySeedGenerator::new().build(scope).
  • dynamic_enqueue_tpuembedding_arbitrary_tensor_batch
    Shorthand for DynamicEnqueueTPUEmbeddingArbitraryTensorBatch::new().build(sample_indices_or_row_splits, embedding_indices, aggregation_weights, mode_override, device_ordinal, scope).
  • dynamic_partition
    Shorthand for DynamicPartition::new().build(data, partitions, scope).
  • dynamic_stitch
    Shorthand for DynamicStitch::new().build(indices, data, scope).
  • eager_py_func
    Shorthand for EagerPyFunc::new().build(input, scope).
  • edit_distance
    Shorthand for EditDistance::new().build(hypothesis_indices, hypothesis_values, hypothesis_shape, truth_indices, truth_values, truth_shape, scope).
  • eig
    Shorthand for Eig::new().build(input, scope).
  • einsum
    Shorthand for Einsum::new().build(inputs, scope).
  • elu
    Shorthand for Elu::new().build(features, scope).
  • elu_grad
    Shorthand for EluGrad::new().build(gradients, outputs, scope).
  • empty
    Shorthand for Empty::new().build(shape, scope).
  • empty_tensor_list
    Shorthand for EmptyTensorList::new().build(element_shape, max_num_elements, scope).
  • empty_tensor_map
    Shorthand for EmptyTensorMap::new().build(scope).
  • encode_base64
    Shorthand for EncodeBase64::new().build(input, scope).
  • encode_jpeg
    Shorthand for EncodeJpeg::new().build(image, scope).
  • encode_jpeg_variable_quality
    Shorthand for EncodeJpegVariableQuality::new().build(images, quality, scope).
  • encode_png
    Shorthand for EncodePng::new().build(image, scope).
  • encode_proto
    Shorthand for EncodeProto::new().build(sizes, values, scope).
  • encode_wav
    Shorthand for EncodeWav::new().build(audio, sample_rate, scope).
  • enqueue_tpuembedding_arbitrary_tensor_batch
    Shorthand for EnqueueTPUEmbeddingArbitraryTensorBatch::new().build(sample_indices_or_row_splits, embedding_indices, aggregation_weights, mode_override, scope).
  • enqueue_tpuembedding_batch
    Shorthand for EnqueueTPUEmbeddingBatch::new().build(batch, mode_override, scope).
  • enqueue_tpuembedding_integer_batch
    Shorthand for EnqueueTPUEmbeddingIntegerBatch::new().build(batch, mode_override, scope).
  • enqueue_tpuembedding_ragged_tensor_batch
    Shorthand for EnqueueTPUEmbeddingRaggedTensorBatch::new().build(sample_splits, embedding_indices, aggregation_weights, mode_override, scope).
  • enqueue_tpuembedding_sparse_batch
    Shorthand for EnqueueTPUEmbeddingSparseBatch::new().build(sample_indices, embedding_indices, aggregation_weights, mode_override, scope).
  • enqueue_tpuembedding_sparse_tensor_batch
    Shorthand for EnqueueTPUEmbeddingSparseTensorBatch::new().build(sample_indices, embedding_indices, aggregation_weights, mode_override, scope).
  • ensure_shape
    Shorthand for EnsureShape::new().build(input, scope).
  • enter
    Shorthand for Enter::new().build(data, scope).
  • equal
    Shorthand for Equal::new().build(x, y, scope).
  • erf
    Shorthand for Erf::new().build(x, scope).
  • erfc
    Shorthand for Erfc::new().build(x, scope).
  • erfinv
    Shorthand for Erfinv::new().build(x, scope).
  • euclidean_norm
    Shorthand for EuclideanNorm::new().build(input, reduction_indices, scope).
  • execute_tpuembedding_partitioner
    Shorthand for ExecuteTPUEmbeddingPartitioner::new().build(scope).
  • exit
    Shorthand for Exit::new().build(data, scope).
  • exp
    Shorthand for Exp::new().build(x, scope).
  • expand_dims
    Shorthand for ExpandDims::new().build(input, dim, scope).
  • experimental_assert_next_dataset
    Shorthand for ExperimentalAssertNextDataset::new().build(input_dataset, transformations, scope).
  • experimental_auto_shard_dataset
    Shorthand for ExperimentalAutoShardDataset::new().build(input_dataset, num_workers, index, scope).
  • experimental_bytes_produced_stats_dataset
    Shorthand for ExperimentalBytesProducedStatsDataset::new().build(input_dataset, tag, scope).
  • experimental_choose_fastest_dataset
    Shorthand for ExperimentalChooseFastestDataset::new().build(input_datasets, scope).
  • experimental_csvdataset
    Shorthand for ExperimentalCSVDataset::new().build(filenames, compression_type, buffer_size, header, field_delim, use_quote_delim, na_value, select_cols, record_defaults, scope).
  • experimental_dataset_cardinality
    Shorthand for ExperimentalDatasetCardinality::new().build(input_dataset, scope).
  • experimental_dataset_to_tfrecord
    Shorthand for ExperimentalDatasetToTFRecord::new().build(input_dataset, filename, compression_type, scope).
  • experimental_dense_to_sparse_batch_dataset
    Shorthand for ExperimentalDenseToSparseBatchDataset::new().build(input_dataset, batch_size, row_shape, scope).
  • experimental_directed_interleave_dataset
    Shorthand for ExperimentalDirectedInterleaveDataset::new().build(selector_input_dataset, data_input_datasets, scope).
  • experimental_group_by_reducer_dataset
    Shorthand for ExperimentalGroupByReducerDataset::new().build(input_dataset, key_func_other_arguments, init_func_other_arguments, reduce_func_other_arguments, finalize_func_other_arguments, scope).
  • experimental_group_by_window_dataset
    Shorthand for ExperimentalGroupByWindowDataset::new().build(input_dataset, key_func_other_arguments, reduce_func_other_arguments, window_size_func_other_arguments, scope).
  • experimental_ignore_errors_dataset
    Shorthand for ExperimentalIgnoreErrorsDataset::new().build(input_dataset, scope).
  • experimental_iterator_get_device
    Shorthand for ExperimentalIteratorGetDevice::new().build(resource, scope).
  • experimental_latency_stats_dataset
    Shorthand for ExperimentalLatencyStatsDataset::new().build(input_dataset, tag, scope).
  • experimental_lmdbdataset
    Shorthand for ExperimentalLMDBDataset::new().build(filenames, scope).
  • experimental_map_and_batch_dataset
    Shorthand for ExperimentalMapAndBatchDataset::new().build(input_dataset, other_arguments, batch_size, num_parallel_calls, drop_remainder, scope).
  • experimental_map_dataset
    Shorthand for ExperimentalMapDataset::new().build(input_dataset, other_arguments, scope).
  • experimental_matching_files_dataset
    Shorthand for ExperimentalMatchingFilesDataset::new().build(patterns, scope).
  • experimental_max_intra_op_parallelism_dataset
    Shorthand for ExperimentalMaxIntraOpParallelismDataset::new().build(input_dataset, max_intra_op_parallelism, scope).
  • experimental_non_serializable_dataset
    Shorthand for ExperimentalNonSerializableDataset::new().build(input_dataset, scope).
  • experimental_parallel_interleave_dataset
    Shorthand for ExperimentalParallelInterleaveDataset::new().build(input_dataset, other_arguments, cycle_length, block_length, sloppy, buffer_output_elements, prefetch_input_elements, scope).
  • experimental_parse_example_dataset
    Shorthand for ExperimentalParseExampleDataset::new().build(input_dataset, num_parallel_calls, dense_defaults, scope).
  • experimental_private_thread_pool_dataset
    Shorthand for ExperimentalPrivateThreadPoolDataset::new().build(input_dataset, num_threads, scope).
  • experimental_random_dataset
    Shorthand for ExperimentalRandomDataset::new().build(seed, seed2, scope).
  • experimental_rebatch_dataset
    Shorthand for ExperimentalRebatchDataset::new().build(input_dataset, num_replicas, scope).
  • experimental_scan_dataset
    Shorthand for ExperimentalScanDataset::new().build(input_dataset, initial_state, other_arguments, scope).
  • experimental_set_stats_aggregator_dataset
    Shorthand for ExperimentalSetStatsAggregatorDataset::new().build(input_dataset, stats_aggregator, tag, counter_prefix, scope).
  • experimental_sleep_dataset
    Shorthand for ExperimentalSleepDataset::new().build(input_dataset, sleep_microseconds, scope).
  • experimental_sliding_window_dataset
    Shorthand for ExperimentalSlidingWindowDataset::new().build(input_dataset, window_size, window_shift, window_stride, scope).
  • experimental_sql_dataset
    Shorthand for ExperimentalSqlDataset::new().build(driver_name, data_source_name, query, scope).
  • experimental_stats_aggregator_handle
    Shorthand for ExperimentalStatsAggregatorHandle::new().build(scope).
  • experimental_stats_aggregator_summary
    Shorthand for ExperimentalStatsAggregatorSummary::new().build(iterator, scope).
  • experimental_take_while_dataset
    Shorthand for ExperimentalTakeWhileDataset::new().build(input_dataset, other_arguments, scope).
  • experimental_thread_pool_dataset
    Shorthand for ExperimentalThreadPoolDataset::new().build(input_dataset, thread_pool, scope).
  • experimental_thread_pool_handle
    Shorthand for ExperimentalThreadPoolHandle::new().build(scope).
  • experimental_unbatch_dataset
    Shorthand for ExperimentalUnbatchDataset::new().build(input_dataset, scope).
  • experimental_unique_dataset
    Shorthand for ExperimentalUniqueDataset::new().build(input_dataset, scope).
  • expint
    Shorthand for Expint::new().build(x, scope).
  • expm1
    Shorthand for Expm1::new().build(x, scope).
  • extract_glimpse
    Shorthand for ExtractGlimpse::new().build(input, size, offsets, scope).
  • extract_glimpse_v2
    Shorthand for ExtractGlimpseV2::new().build(input, size, offsets, scope).
  • extract_image_patches
    Shorthand for ExtractImagePatches::new().build(images, scope).
  • extract_jpeg_shape
    Shorthand for ExtractJpegShape::new().build(contents, scope).
  • extract_volume_patches
    Shorthand for ExtractVolumePatches::new().build(input, scope).
  • fact
    Shorthand for Fact::new().build(scope).
  • fake_param
    Shorthand for FakeParam::new().build(scope).
  • fake_quant_with_min_max_args
    Shorthand for FakeQuantWithMinMaxArgs::new().build(inputs, scope).
  • fake_quant_with_min_max_args_gradient
    Shorthand for FakeQuantWithMinMaxArgsGradient::new().build(gradients, inputs, scope).
  • fake_quant_with_min_max_vars
    Shorthand for FakeQuantWithMinMaxVars::new().build(inputs, min, max, scope).
  • fake_quant_with_min_max_vars_gradient
    Shorthand for FakeQuantWithMinMaxVarsGradient::new().build(gradients, inputs, min, max, scope).
  • fake_quant_with_min_max_vars_per_channel
    Shorthand for FakeQuantWithMinMaxVarsPerChannel::new().build(inputs, min, max, scope).
  • fake_quant_with_min_max_vars_per_channel_gradient
    Shorthand for FakeQuantWithMinMaxVarsPerChannelGradient::new().build(gradients, inputs, min, max, scope).
  • fake_queue
    Shorthand for FakeQueue::new().build(resource, scope).
  • fft
    Shorthand for FFT::new().build(input, scope).
  • fft2_d
    Shorthand for FFT2D::new().build(input, scope).
  • fft3_d
    Shorthand for FFT3D::new().build(input, scope).
  • fifoqueue
    Shorthand for FIFOQueue::new().build(scope).
  • fifoqueue_v2
    Shorthand for FIFOQueueV2::new().build(scope).
  • file_system_set_configuration
    Shorthand for FileSystemSetConfiguration::new().build(scheme, key, value, scope).
  • fill
    Shorthand for Fill::new().build(dims, value, scope).
  • filter_by_last_component_dataset
    Shorthand for FilterByLastComponentDataset::new().build(input_dataset, scope).
  • filter_dataset
    Shorthand for FilterDataset::new().build(input_dataset, other_arguments, scope).
  • finalize_dataset
    Shorthand for FinalizeDataset::new().build(input_dataset, scope).
  • finalize_tpuembedding
    Shorthand for FinalizeTPUEmbedding::new().build(common_config, memory_config, scope).
  • fingerprint
    Shorthand for Fingerprint::new().build(data, method, scope).
  • fixed_length_record_dataset
    Shorthand for FixedLengthRecordDataset::new().build(filenames, header_bytes, record_bytes, footer_bytes, buffer_size, scope).
  • fixed_length_record_dataset_v2
    Shorthand for FixedLengthRecordDatasetV2::new().build(filenames, header_bytes, record_bytes, footer_bytes, buffer_size, compression_type, scope).
  • fixed_length_record_reader
    Shorthand for FixedLengthRecordReader::new().build(scope).
  • fixed_length_record_reader_v2
    Shorthand for FixedLengthRecordReaderV2::new().build(scope).
  • fixed_unigram_candidate_sampler
    Shorthand for FixedUnigramCandidateSampler::new().build(true_classes, scope).
  • flat_map_dataset
    Shorthand for FlatMapDataset::new().build(input_dataset, other_arguments, scope).
  • floor
    Shorthand for Floor::new().build(x, scope).
  • floor_div
    Shorthand for FloorDiv::new().build(x, y, scope).
  • floor_mod
    Shorthand for FloorMod::new().build(x, y, scope).
  • flush_summary_writer
    Shorthand for FlushSummaryWriter::new().build(writer, scope).
  • for_
    Shorthand for For::new().build(start, limit, delta, input, scope).
  • fractional_avg_pool
    Shorthand for FractionalAvgPool::new().build(value, scope).
  • fractional_avg_pool_grad
    Shorthand for FractionalAvgPoolGrad::new().build(orig_input_tensor_shape, out_backprop, row_pooling_sequence, col_pooling_sequence, scope).
  • fractional_max_pool
    Shorthand for FractionalMaxPool::new().build(value, scope).
  • fractional_max_pool_grad
    Shorthand for FractionalMaxPoolGrad::new().build(orig_input, orig_output, out_backprop, row_pooling_sequence, col_pooling_sequence, scope).
  • fresnel_cos
    Shorthand for FresnelCos::new().build(x, scope).
  • fresnel_sin
    Shorthand for FresnelSin::new().build(x, scope).
  • fused_batch_norm
    Shorthand for FusedBatchNorm::new().build(x, scale, offset, mean, variance, scope).
  • fused_batch_norm_grad
    Shorthand for FusedBatchNormGrad::new().build(y_backprop, x, scale, reserve_space_1, reserve_space_2, scope).
  • fused_batch_norm_grad_v2
    Shorthand for FusedBatchNormGradV2::new().build(y_backprop, x, scale, reserve_space_1, reserve_space_2, scope).
  • fused_batch_norm_grad_v3
    Shorthand for FusedBatchNormGradV3::new().build(y_backprop, x, scale, reserve_space_1, reserve_space_2, reserve_space_3, scope).
  • fused_batch_norm_v2
    Shorthand for FusedBatchNormV2::new().build(x, scale, offset, mean, variance, scope).
  • fused_batch_norm_v3
    Shorthand for FusedBatchNormV3::new().build(x, scale, offset, mean, variance, scope).
  • fused_pad_conv2_d
    Shorthand for FusedPadConv2D::new().build(input, paddings, filter, scope).
  • fused_resize_and_pad_conv2_d
    Shorthand for FusedResizeAndPadConv2D::new().build(input, size, paddings, filter, scope).
  • gather
    Shorthand for Gather::new().build(params, indices, scope).
  • gather_nd
    Shorthand for GatherNd::new().build(params, indices, scope).
  • gather_v2
    Shorthand for GatherV2::new().build(params, indices, axis, scope).
  • generate_bounding_box_proposals
    Shorthand for GenerateBoundingBoxProposals::new().build(scores, bbox_deltas, image_info, anchors, nms_threshold, pre_nms_topn, min_size, scope).
  • generate_vocab_remapping
    Shorthand for GenerateVocabRemapping::new().build(new_vocab_file, old_vocab_file, scope).
  • generator_dataset
    Shorthand for GeneratorDataset::new().build(init_func_other_args, next_func_other_args, finalize_func_other_args, scope).
  • get_element_at_index
    Shorthand for GetElementAtIndex::new().build(dataset, index, scope).
  • get_options
    Shorthand for GetOptions::new().build(input_dataset, scope).
  • get_session_handle
    Shorthand for GetSessionHandle::new().build(value, scope).
  • get_session_handle_v2
    Shorthand for GetSessionHandleV2::new().build(value, scope).
  • get_session_tensor
    Shorthand for GetSessionTensor::new().build(handle, scope).
  • greater
    Shorthand for Greater::new().build(x, y, scope).
  • greater_equal
    Shorthand for GreaterEqual::new().build(x, y, scope).
  • group_by_reducer_dataset
    Shorthand for GroupByReducerDataset::new().build(input_dataset, key_func_other_arguments, init_func_other_arguments, reduce_func_other_arguments, finalize_func_other_arguments, scope).
  • group_by_window_dataset
    Shorthand for GroupByWindowDataset::new().build(input_dataset, key_func_other_arguments, reduce_func_other_arguments, window_size_func_other_arguments, scope).
  • grublock_cell
    Shorthand for GRUBlockCell::new().build(x, h_prev, w_ru, w_c, b_ru, b_c, scope).
  • grublock_cell_grad
    Shorthand for GRUBlockCellGrad::new().build(x, h_prev, w_ru, w_c, b_ru, b_c, r, u, c, d_h, scope).
  • guarantee_const
    Shorthand for GuaranteeConst::new().build(input, scope).
  • hash_table
    Shorthand for HashTable::new().build(scope).
  • hash_table_v2
    Shorthand for HashTableV2::new().build(scope).
  • histogram_fixed_width
    Shorthand for HistogramFixedWidth::new().build(values, value_range, nbins, scope).
  • histogram_summary
    Shorthand for HistogramSummary::new().build(tag, values, scope).
  • host_const
    Shorthand for HostConst::new().build(scope).
  • hsvto_rgb
    Shorthand for HSVToRGB::new().build(images, scope).
  • identity
    Shorthand for Identity::new().build(input, scope).
  • identity_n
    Shorthand for IdentityN::new().build(input, scope).
  • identity_reader
    Shorthand for IdentityReader::new().build(scope).
  • identity_reader_v2
    Shorthand for IdentityReaderV2::new().build(scope).
  • if_
    Shorthand for If::new().build(cond, input, scope).
  • ifft
    Shorthand for IFFT::new().build(input, scope).
  • ifft2_d
    Shorthand for IFFT2D::new().build(input, scope).
  • ifft3_d
    Shorthand for IFFT3D::new().build(input, scope).
  • igamma
    Shorthand for Igamma::new().build(a, x, scope).
  • igamma_grad_a
    Shorthand for IgammaGradA::new().build(a, x, scope).
  • igammac
    Shorthand for Igammac::new().build(a, x, scope).
  • ignore_errors_dataset
    Shorthand for IgnoreErrorsDataset::new().build(input_dataset, scope).
  • imag
    Shorthand for Imag::new().build(input, scope).
  • image_projective_transform_v2
    Shorthand for ImageProjectiveTransformV2::new().build(images, transforms, output_shape, scope).
  • image_projective_transform_v3
    Shorthand for ImageProjectiveTransformV3::new().build(images, transforms, output_shape, fill_value, scope).
  • image_summary
    Shorthand for ImageSummary::new().build(tag, tensor, scope).
  • immutable_const
    Shorthand for ImmutableConst::new().build(scope).
  • import_event
    Shorthand for ImportEvent::new().build(writer, event, scope).
  • in_top_k
    Shorthand for InTopK::new().build(predictions, targets, scope).
  • in_top_kv2
    Shorthand for InTopKV2::new().build(predictions, targets, k, scope).
  • infeed_dequeue
    Shorthand for InfeedDequeue::new().build(scope).
  • infeed_dequeue_tuple
    Shorthand for InfeedDequeueTuple::new().build(scope).
  • infeed_enqueue
    Shorthand for InfeedEnqueue::new().build(input, scope).
  • infeed_enqueue_prelinearized_buffer
    Shorthand for InfeedEnqueuePrelinearizedBuffer::new().build(input, scope).
  • infeed_enqueue_tuple
    Shorthand for InfeedEnqueueTuple::new().build(inputs, scope).
  • initialize_table
    Shorthand for InitializeTable::new().build(table_handle, keys, values, scope).
  • initialize_table_from_dataset
    Shorthand for InitializeTableFromDataset::new().build(table_handle, dataset, scope).
  • initialize_table_from_text_file
    Shorthand for InitializeTableFromTextFile::new().build(table_handle, filename, scope).
  • initialize_table_from_text_file_v2
    Shorthand for InitializeTableFromTextFileV2::new().build(table_handle, filename, scope).
  • initialize_table_v2
    Shorthand for InitializeTableV2::new().build(table_handle, keys, values, scope).
  • inplace_add
    Shorthand for InplaceAdd::new().build(x, i, v, scope).
  • inplace_sub
    Shorthand for InplaceSub::new().build(x, i, v, scope).
  • inplace_update
    Shorthand for InplaceUpdate::new().build(x, i, v, scope).
  • interleave_dataset
    Shorthand for InterleaveDataset::new().build(input_dataset, other_arguments, cycle_length, block_length, scope).
  • inv
    Shorthand for Inv::new().build(x, scope).
  • inv_grad
    Shorthand for InvGrad::new().build(y, dy, scope).
  • invert
    Shorthand for Invert::new().build(x, scope).
  • invert_permutation
    Shorthand for InvertPermutation::new().build(x, scope).
  • irfft
    Shorthand for IRFFT::new().build(input, fft_length, scope).
  • irfft2_d
    Shorthand for IRFFT2D::new().build(input, fft_length, scope).
  • irfft3_d
    Shorthand for IRFFT3D::new().build(input, fft_length, scope).
  • is_boosted_trees_ensemble_initialized
    Shorthand for IsBoostedTreesEnsembleInitialized::new().build(tree_ensemble_handle, scope).
  • is_boosted_trees_quantile_stream_resource_initialized
    Shorthand for IsBoostedTreesQuantileStreamResourceInitialized::new().build(quantile_stream_resource_handle, scope).
  • is_finite
    Shorthand for IsFinite::new().build(x, scope).
  • is_inf
    Shorthand for IsInf::new().build(x, scope).
  • is_nan
    Shorthand for IsNan::new().build(x, scope).
  • is_tpuembedding_initialized
    Shorthand for IsTPUEmbeddingInitialized::new().build(scope).
  • is_variable_initialized
    Shorthand for IsVariableInitialized::new().build(ref_, scope).
  • isotonic_regression
    Shorthand for IsotonicRegression::new().build(input, scope).
  • iterator
    Shorthand for Iterator::new().build(scope).
  • iterator_from_string_handle
    Shorthand for IteratorFromStringHandle::new().build(string_handle, scope).
  • iterator_from_string_handle_v2
    Shorthand for IteratorFromStringHandleV2::new().build(string_handle, scope).
  • iterator_get_device
    Shorthand for IteratorGetDevice::new().build(resource, scope).
  • iterator_get_next
    Shorthand for IteratorGetNext::new().build(iterator, scope).
  • iterator_get_next_as_optional
    Shorthand for IteratorGetNextAsOptional::new().build(iterator, scope).
  • iterator_get_next_sync
    Shorthand for IteratorGetNextSync::new().build(iterator, scope).
  • iterator_to_string_handle
    Shorthand for IteratorToStringHandle::new().build(resource_handle, scope).
  • iterator_v2
    Shorthand for IteratorV2::new().build(scope).
  • kmc2_chain_initialization
    Shorthand for KMC2ChainInitialization::new().build(distances, seed, scope).
  • kmeans_plus_plus_initialization
    Shorthand for KmeansPlusPlusInitialization::new().build(points, num_to_sample, seed, num_retries_per_sample, scope).
  • kth_order_statistic
    Shorthand for KthOrderStatistic::new().build(input, scope).
  • l2_loss
    Shorthand for L2Loss::new().build(t, scope).
  • latency_stats_dataset
    Shorthand for LatencyStatsDataset::new().build(input_dataset, tag, scope).
  • leaky_relu
    Shorthand for LeakyRelu::new().build(features, scope).
  • leaky_relu_grad
    Shorthand for LeakyReluGrad::new().build(gradients, features, scope).
  • learned_unigram_candidate_sampler
    Shorthand for LearnedUnigramCandidateSampler::new().build(true_classes, scope).
  • left_shift
    Shorthand for LeftShift::new().build(x, y, scope).
  • legacy_parallel_interleave_dataset_v2
    Shorthand for LegacyParallelInterleaveDatasetV2::new().build(input_dataset, other_arguments, cycle_length, block_length, buffer_output_elements, prefetch_input_elements, scope).
  • less
    Shorthand for Less::new().build(x, y, scope).
  • less_equal
    Shorthand for LessEqual::new().build(x, y, scope).
  • lgamma
    Shorthand for Lgamma::new().build(x, scope).
  • lin_space
    Shorthand for LinSpace::new().build(start, stop, num, scope).
  • list_dataset
    Shorthand for ListDataset::new().build(tensors, scope).
  • list_diff
    Shorthand for ListDiff::new().build(x, y, scope).
  • lmdbdataset
    Shorthand for LMDBDataset::new().build(filenames, scope).
  • lmdbreader
    Shorthand for LMDBReader::new().build(scope).
  • load_all_tpuembedding_parameters
    Shorthand for LoadAllTPUEmbeddingParameters::new().build(parameters, auxiliary1, auxiliary2, auxiliary3, auxiliary4, auxiliary5, auxiliary6, auxiliary7, scope).
  • load_and_remap_matrix
    Shorthand for LoadAndRemapMatrix::new().build(ckpt_path, old_tensor_name, row_remapping, col_remapping, initializing_values, scope).
  • load_dataset
    Shorthand for LoadDataset::new().build(path, reader_func_other_args, scope).
  • load_tpuembedding_adadelta_parameters
    Shorthand for LoadTPUEmbeddingAdadeltaParameters::new().build(parameters, accumulators, updates, scope).
  • load_tpuembedding_adagrad_momentum_parameters
    Shorthand for LoadTPUEmbeddingAdagradMomentumParameters::new().build(parameters, accumulators, momenta, scope).
  • load_tpuembedding_adagrad_parameters
    Shorthand for LoadTPUEmbeddingAdagradParameters::new().build(parameters, accumulators, scope).
  • load_tpuembedding_adamparameters
    Shorthand for LoadTPUEmbeddingADAMParameters::new().build(parameters, momenta, velocities, scope).
  • load_tpuembedding_centered_rmsprop_parameters
    Shorthand for LoadTPUEmbeddingCenteredRMSPropParameters::new().build(parameters, ms, mom, mg, scope).
  • load_tpuembedding_frequency_estimator_parameters
    Shorthand for LoadTPUEmbeddingFrequencyEstimatorParameters::new().build(parameters, last_hit_step, scope).
  • load_tpuembedding_ftrlparameters
    Shorthand for LoadTPUEmbeddingFTRLParameters::new().build(parameters, accumulators, linears, scope).
  • load_tpuembedding_mdladagrad_light_parameters
    Shorthand for LoadTPUEmbeddingMDLAdagradLightParameters::new().build(parameters, accumulators, weights, benefits, scope).
  • load_tpuembedding_momentum_parameters
    Shorthand for LoadTPUEmbeddingMomentumParameters::new().build(parameters, momenta, scope).
  • load_tpuembedding_proximal_adagrad_parameters
    Shorthand for LoadTPUEmbeddingProximalAdagradParameters::new().build(parameters, accumulators, scope).
  • load_tpuembedding_proximal_yogi_parameters
    Shorthand for LoadTPUEmbeddingProximalYogiParameters::new().build(parameters, v, m, scope).
  • load_tpuembedding_rmsprop_parameters
    Shorthand for LoadTPUEmbeddingRMSPropParameters::new().build(parameters, ms, mom, scope).
  • load_tpuembedding_stochastic_gradient_descent_parameters
    Shorthand for LoadTPUEmbeddingStochasticGradientDescentParameters::new().build(parameters, scope).
  • log
    Shorthand for Log::new().build(x, scope).
  • log1p
    Shorthand for Log1p::new().build(x, scope).
  • log_matrix_determinant
    Shorthand for LogMatrixDeterminant::new().build(input, scope).
  • log_softmax
    Shorthand for LogSoftmax::new().build(logits, scope).
  • log_uniform_candidate_sampler
    Shorthand for LogUniformCandidateSampler::new().build(true_classes, scope).
  • logical_and
    Shorthand for LogicalAnd::new().build(x, y, scope).
  • logical_not
    Shorthand for LogicalNot::new().build(x, scope).
  • logical_or
    Shorthand for LogicalOr::new().build(x, y, scope).
  • lookup_table_export
    Shorthand for LookupTableExport::new().build(table_handle, scope).
  • lookup_table_export_v2
    Shorthand for LookupTableExportV2::new().build(table_handle, scope).
  • lookup_table_find
    Shorthand for LookupTableFind::new().build(table_handle, keys, default_value, scope).
  • lookup_table_find_v2
    Shorthand for LookupTableFindV2::new().build(table_handle, keys, default_value, scope).
  • lookup_table_import
    Shorthand for LookupTableImport::new().build(table_handle, keys, values, scope).
  • lookup_table_import_v2
    Shorthand for LookupTableImportV2::new().build(table_handle, keys, values, scope).
  • lookup_table_insert
    Shorthand for LookupTableInsert::new().build(table_handle, keys, values, scope).
  • lookup_table_insert_v2
    Shorthand for LookupTableInsertV2::new().build(table_handle, keys, values, scope).
  • lookup_table_remove_v2
    Shorthand for LookupTableRemoveV2::new().build(table_handle, keys, scope).
  • lookup_table_size
    Shorthand for LookupTableSize::new().build(table_handle, scope).
  • lookup_table_size_v2
    Shorthand for LookupTableSizeV2::new().build(table_handle, scope).
  • loop_cond
    Shorthand for LoopCond::new().build(input, scope).
  • lower_bound
    Shorthand for LowerBound::new().build(sorted_inputs, values, scope).
  • lrn
    Shorthand for LRN::new().build(input, scope).
  • lrngrad
    Shorthand for LRNGrad::new().build(input_grads, input_image, output_image, scope).
  • lstmblock_cell
    Shorthand for LSTMBlockCell::new().build(x, cs_prev, h_prev, w, wci, wcf, wco, b, scope).
  • lstmblock_cell_grad
    Shorthand for LSTMBlockCellGrad::new().build(x, cs_prev, h_prev, w, wci, wcf, wco, b, i, cs, f, o, ci, co, cs_grad, h_grad, scope).
  • lu
    Shorthand for Lu::new().build(input, scope).
  • make_iterator
    Shorthand for MakeIterator::new().build(dataset, iterator, scope).
  • make_unique
    Shorthand for MakeUnique::new().build(input, scope).
  • map_and_batch_dataset
    Shorthand for MapAndBatchDataset::new().build(input_dataset, other_arguments, batch_size, num_parallel_calls, drop_remainder, scope).
  • map_clear
    Shorthand for MapClear::new().build(scope).
  • map_dataset
    Shorthand for MapDataset::new().build(input_dataset, other_arguments, scope).
  • map_defun
    Shorthand for MapDefun::new().build(arguments, captured_inputs, scope).
  • map_incomplete_size
    Shorthand for MapIncompleteSize::new().build(scope).
  • map_peek
    Shorthand for MapPeek::new().build(key, indices, scope).
  • map_size
    Shorthand for MapSize::new().build(scope).
  • map_stage
    Shorthand for MapStage::new().build(key, indices, values, scope).
  • map_unstage
    Shorthand for MapUnstage::new().build(key, indices, scope).
  • map_unstage_no_key
    Shorthand for MapUnstageNoKey::new().build(indices, scope).
  • mat_mul
    Shorthand for MatMul::new().build(a, b, scope).
  • matching_files
    Shorthand for MatchingFiles::new().build(pattern, scope).
  • matching_files_dataset
    Shorthand for MatchingFilesDataset::new().build(patterns, scope).
  • matrix_band_part
    Shorthand for MatrixBandPart::new().build(input, num_lower, num_upper, scope).
  • matrix_determinant
    Shorthand for MatrixDeterminant::new().build(input, scope).
  • matrix_diag
    Shorthand for MatrixDiag::new().build(diagonal, scope).
  • matrix_diag_part
    Shorthand for MatrixDiagPart::new().build(input, scope).
  • matrix_diag_part_v2
    Shorthand for MatrixDiagPartV2::new().build(input, k, padding_value, scope).
  • matrix_diag_part_v3
    Shorthand for MatrixDiagPartV3::new().build(input, k, padding_value, scope).
  • matrix_diag_v2
    Shorthand for MatrixDiagV2::new().build(diagonal, k, num_rows, num_cols, padding_value, scope).
  • matrix_diag_v3
    Shorthand for MatrixDiagV3::new().build(diagonal, k, num_rows, num_cols, padding_value, scope).
  • matrix_exponential
    Shorthand for MatrixExponential::new().build(input, scope).
  • matrix_inverse
    Shorthand for MatrixInverse::new().build(input, scope).
  • matrix_logarithm
    Shorthand for MatrixLogarithm::new().build(input, scope).
  • matrix_set_diag
    Shorthand for MatrixSetDiag::new().build(input, diagonal, scope).
  • matrix_set_diag_v2
    Shorthand for MatrixSetDiagV2::new().build(input, diagonal, k, scope).
  • matrix_set_diag_v3
    Shorthand for MatrixSetDiagV3::new().build(input, diagonal, k, scope).
  • matrix_solve
    Shorthand for MatrixSolve::new().build(matrix, rhs, scope).
  • matrix_solve_ls
    Shorthand for MatrixSolveLs::new().build(matrix, rhs, l2_regularizer, scope).
  • matrix_square_root
    Shorthand for MatrixSquareRoot::new().build(input, scope).
  • matrix_triangular_solve
    Shorthand for MatrixTriangularSolve::new().build(matrix, rhs, scope).
  • max
    Shorthand for Max::new().build(input, reduction_indices, scope).
  • max_intra_op_parallelism_dataset
    Shorthand for MaxIntraOpParallelismDataset::new().build(input_dataset, max_intra_op_parallelism, scope).
  • max_pool
    Shorthand for MaxPool::new().build(input, scope).
  • max_pool3_d
    Shorthand for MaxPool3D::new().build(input, scope).
  • max_pool3_dgrad
    Shorthand for MaxPool3DGrad::new().build(orig_input, orig_output, grad, scope).
  • max_pool3_dgrad_grad
    Shorthand for MaxPool3DGradGrad::new().build(orig_input, orig_output, grad, scope).
  • max_pool_grad
    Shorthand for MaxPoolGrad::new().build(orig_input, orig_output, grad, scope).
  • max_pool_grad_grad
    Shorthand for MaxPoolGradGrad::new().build(orig_input, orig_output, grad, scope).
  • max_pool_grad_grad_v2
    Shorthand for MaxPoolGradGradV2::new().build(orig_input, orig_output, grad, ksize, strides, scope).
  • max_pool_grad_grad_with_argmax
    Shorthand for MaxPoolGradGradWithArgmax::new().build(input, grad, argmax, scope).
  • max_pool_grad_v2
    Shorthand for MaxPoolGradV2::new().build(orig_input, orig_output, grad, ksize, strides, scope).
  • max_pool_grad_with_argmax
    Shorthand for MaxPoolGradWithArgmax::new().build(input, grad, argmax, scope).
  • max_pool_v2
    Shorthand for MaxPoolV2::new().build(input, ksize, strides, scope).
  • max_pool_with_argmax
    Shorthand for MaxPoolWithArgmax::new().build(input, scope).
  • maximum
    Shorthand for Maximum::new().build(x, y, scope).
  • mean
    Shorthand for Mean::new().build(input, reduction_indices, scope).
  • merge
    Shorthand for Merge::new().build(inputs, scope).
  • merge_dedup_data
    Shorthand for MergeDedupData::new().build(integer_tensor, float_tensor, scope).
  • merge_summary
    Shorthand for MergeSummary::new().build(inputs, scope).
  • merge_v2_checkpoints
    Shorthand for MergeV2Checkpoints::new().build(checkpoint_prefixes, destination_prefix, scope).
  • mfcc
    Shorthand for Mfcc::new().build(spectrogram, sample_rate, scope).
  • min
    Shorthand for Min::new().build(input, reduction_indices, scope).
  • minimum
    Shorthand for Minimum::new().build(x, y, scope).
  • mirror_pad
    Shorthand for MirrorPad::new().build(input, paddings, scope).
  • mirror_pad_grad
    Shorthand for MirrorPadGrad::new().build(input, paddings, scope).
  • mlir_passthrough_op
    Shorthand for MlirPassthroughOp::new().build(inputs, scope).
  • mod_
    Shorthand for Mod::new().build(x, y, scope).
  • model_dataset
    Shorthand for ModelDataset::new().build(input_dataset, scope).
  • mul
    Shorthand for Mul::new().build(x, y, scope).
  • mul_no_nan
    Shorthand for MulNoNan::new().build(x, y, scope).
  • multi_device_iterator
    Shorthand for MultiDeviceIterator::new().build(scope).
  • multi_device_iterator_from_string_handle
    Shorthand for MultiDeviceIteratorFromStringHandle::new().build(string_handle, scope).
  • multi_device_iterator_get_next_from_shard
    Shorthand for MultiDeviceIteratorGetNextFromShard::new().build(multi_device_iterator, shard_num, incarnation_id, scope).
  • multi_device_iterator_init
    Shorthand for MultiDeviceIteratorInit::new().build(dataset, multi_device_iterator, max_buffer_size, scope).
  • multi_device_iterator_to_string_handle
    Shorthand for MultiDeviceIteratorToStringHandle::new().build(multi_device_iterator, scope).
  • multinomial
    Shorthand for Multinomial::new().build(logits, num_samples, scope).
  • multiplyDeprecated
    Shorthand for Multiply::new().build(scope), a, b).
  • mutable_dense_hash_table
    Shorthand for MutableDenseHashTable::new().build(empty_key, scope).
  • mutable_dense_hash_table_v2
    Shorthand for MutableDenseHashTableV2::new().build(empty_key, deleted_key, scope).
  • mutable_hash_table
    Shorthand for MutableHashTable::new().build(scope).
  • mutable_hash_table_of_tensors
    Shorthand for MutableHashTableOfTensors::new().build(scope).
  • mutable_hash_table_of_tensors_v2
    Shorthand for MutableHashTableOfTensorsV2::new().build(scope).
  • mutable_hash_table_v2
    Shorthand for MutableHashTableV2::new().build(scope).
  • mutex_lock
    Shorthand for MutexLock::new().build(mutex, scope).
  • mutex_v2
    Shorthand for MutexV2::new().build(scope).
  • nccl_all_reduce
    Shorthand for NcclAllReduce::new().build(input, scope).
  • nccl_broadcast
    Shorthand for NcclBroadcast::new().build(input, scope).
  • nccl_reduce
    Shorthand for NcclReduce::new().build(input, scope).
  • ndtri
    Shorthand for Ndtri::new().build(x, scope).
  • nearest_neighbors
    Shorthand for NearestNeighbors::new().build(points, centers, k, scope).
  • neg
    Shorthand for Neg::new().build(x, scope).
  • neg_train
    Shorthand for NegTrain::new().build(w_in, w_out, examples, labels, lr, scope).
  • next_after
    Shorthand for NextAfter::new().build(x1, x2, scope).
  • next_iteration
    Shorthand for NextIteration::new().build(data, scope).
  • no_op
    Shorthand for NoOp::new().build(scope).
  • non_deterministic_ints
    Shorthand for NonDeterministicInts::new().build(shape, scope).
  • non_max_suppression
    Shorthand for NonMaxSuppression::new().build(boxes, scores, max_output_size, scope).
  • non_max_suppression_v2
    Shorthand for NonMaxSuppressionV2::new().build(boxes, scores, max_output_size, iou_threshold, scope).
  • non_max_suppression_v3
    Shorthand for NonMaxSuppressionV3::new().build(boxes, scores, max_output_size, iou_threshold, score_threshold, scope).
  • non_max_suppression_v4
    Shorthand for NonMaxSuppressionV4::new().build(boxes, scores, max_output_size, iou_threshold, score_threshold, scope).
  • non_max_suppression_v5
    Shorthand for NonMaxSuppressionV5::new().build(boxes, scores, max_output_size, iou_threshold, score_threshold, soft_nms_sigma, scope).
  • non_max_suppression_with_overlaps
    Shorthand for NonMaxSuppressionWithOverlaps::new().build(overlaps, scores, max_output_size, overlap_threshold, score_threshold, scope).
  • non_serializable_dataset
    Shorthand for NonSerializableDataset::new().build(input_dataset, scope).
  • not_equal
    Shorthand for NotEqual::new().build(x, y, scope).
  • nth_element
    Shorthand for NthElement::new().build(input, n, scope).
  • one_hot
    Shorthand for OneHot::new().build(indices, depth, on_value, off_value, scope).
  • one_shot_iterator
    Shorthand for OneShotIterator::new().build(scope).
  • ones_like
    Shorthand for OnesLike::new().build(x, scope).
  • optimize_dataset
    Shorthand for OptimizeDataset::new().build(input_dataset, optimizations, scope).
  • optimize_dataset_v2
    Shorthand for OptimizeDatasetV2::new().build(input_dataset, optimizations_enabled, optimizations_disabled, optimizations_default, scope).
  • optional_from_value
    Shorthand for OptionalFromValue::new().build(components, scope).
  • optional_get_value
    Shorthand for OptionalGetValue::new().build(optional, scope).
  • optional_has_value
    Shorthand for OptionalHasValue::new().build(optional, scope).
  • optional_none
    Shorthand for OptionalNone::new().build(scope).
  • options_dataset
    Shorthand for OptionsDataset::new().build(input_dataset, scope).
  • ordered_map_clear
    Shorthand for OrderedMapClear::new().build(scope).
  • ordered_map_incomplete_size
    Shorthand for OrderedMapIncompleteSize::new().build(scope).
  • ordered_map_peek
    Shorthand for OrderedMapPeek::new().build(key, indices, scope).
  • ordered_map_size
    Shorthand for OrderedMapSize::new().build(scope).
  • ordered_map_stage
    Shorthand for OrderedMapStage::new().build(key, indices, values, scope).
  • ordered_map_unstage
    Shorthand for OrderedMapUnstage::new().build(key, indices, scope).
  • ordered_map_unstage_no_key
    Shorthand for OrderedMapUnstageNoKey::new().build(indices, scope).
  • outfeed_dequeue
    Shorthand for OutfeedDequeue::new().build(scope).
  • outfeed_dequeue_tuple
    Shorthand for OutfeedDequeueTuple::new().build(scope).
  • outfeed_dequeue_tuple_v2
    Shorthand for OutfeedDequeueTupleV2::new().build(device_ordinal, scope).
  • outfeed_dequeue_v2
    Shorthand for OutfeedDequeueV2::new().build(device_ordinal, scope).
  • outfeed_enqueue
    Shorthand for OutfeedEnqueue::new().build(input, scope).
  • outfeed_enqueue_tuple
    Shorthand for OutfeedEnqueueTuple::new().build(inputs, scope).
  • pack
    Shorthand for Pack::new().build(values, scope).
  • pad
    Shorthand for Pad::new().build(input, paddings, scope).
  • pad_v2
    Shorthand for PadV2::new().build(input, paddings, constant_values, scope).
  • padded_batch_dataset
    Shorthand for PaddedBatchDataset::new().build(input_dataset, batch_size, padded_shapes, padding_values, scope).
  • padded_batch_dataset_v2
    Shorthand for PaddedBatchDatasetV2::new().build(input_dataset, batch_size, padded_shapes, padding_values, drop_remainder, scope).
  • padding_fifoqueue
    Shorthand for PaddingFIFOQueue::new().build(scope).
  • padding_fifoqueue_v2
    Shorthand for PaddingFIFOQueueV2::new().build(scope).
  • parallel_batch_dataset
    Shorthand for ParallelBatchDataset::new().build(input_dataset, batch_size, num_parallel_calls, drop_remainder, scope).
  • parallel_concat
    Shorthand for ParallelConcat::new().build(values, scope).
  • parallel_dynamic_stitch
    Shorthand for ParallelDynamicStitch::new().build(indices, data, scope).
  • parallel_filter_dataset
    Shorthand for ParallelFilterDataset::new().build(input_dataset, other_arguments, num_parallel_calls, scope).
  • parallel_interleave_dataset
    Shorthand for ParallelInterleaveDataset::new().build(input_dataset, other_arguments, cycle_length, block_length, sloppy, buffer_output_elements, prefetch_input_elements, scope).
  • parallel_interleave_dataset_v2
    Shorthand for ParallelInterleaveDatasetV2::new().build(input_dataset, other_arguments, cycle_length, block_length, num_parallel_calls, scope).
  • parallel_interleave_dataset_v3
    Shorthand for ParallelInterleaveDatasetV3::new().build(input_dataset, other_arguments, cycle_length, block_length, num_parallel_calls, scope).
  • parallel_interleave_dataset_v4
    Shorthand for ParallelInterleaveDatasetV4::new().build(input_dataset, other_arguments, cycle_length, block_length, buffer_output_elements, prefetch_input_elements, num_parallel_calls, scope).
  • parallel_map_dataset
    Shorthand for ParallelMapDataset::new().build(input_dataset, other_arguments, num_parallel_calls, scope).
  • parallel_map_dataset_v2
    Shorthand for ParallelMapDatasetV2::new().build(input_dataset, other_arguments, num_parallel_calls, scope).
  • parameterized_truncated_normal
    Shorthand for ParameterizedTruncatedNormal::new().build(shape, means, stdevs, minvals, maxvals, scope).
  • parse_example
    Shorthand for ParseExample::new().build(serialized, names, sparse_keys, dense_keys, dense_defaults, scope).
  • parse_example_dataset
    Shorthand for ParseExampleDataset::new().build(input_dataset, num_parallel_calls, dense_defaults, scope).
  • parse_example_dataset_v2
    Shorthand for ParseExampleDatasetV2::new().build(input_dataset, num_parallel_calls, dense_defaults, scope).
  • parse_example_v2
    Shorthand for ParseExampleV2::new().build(serialized, names, sparse_keys, dense_keys, ragged_keys, dense_defaults, scope).
  • parse_sequence_example
    Shorthand for ParseSequenceExample::new().build(serialized, debug_name, context_dense_defaults, scope).
  • parse_sequence_example_v2
    Shorthand for ParseSequenceExampleV2::new().build(serialized, debug_name, context_sparse_keys, context_dense_keys, context_ragged_keys, feature_list_sparse_keys, feature_list_dense_keys, feature_list_ragged_keys, feature_list_dense_missing_assumed_empty, context_dense_defaults, scope).
  • parse_single_example
    Shorthand for ParseSingleExample::new().build(serialized, dense_defaults, scope).
  • parse_single_sequence_example
    Shorthand for ParseSingleSequenceExample::new().build(serialized, feature_list_dense_missing_assumed_empty, context_sparse_keys, context_dense_keys, feature_list_sparse_keys, feature_list_dense_keys, context_dense_defaults, debug_name, scope).
  • parse_tensor
    Shorthand for ParseTensor::new().build(serialized, scope).
  • partitioned_call
    Shorthand for PartitionedCall::new().build(args, scope).
  • placeholder
    Shorthand for Placeholder::new().build(scope).
  • placeholder_v2
    Shorthand for PlaceholderV2::new().build(scope).
  • placeholder_with_default
    Shorthand for PlaceholderWithDefault::new().build(input, scope).
  • polygamma
    Shorthand for Polygamma::new().build(a, x, scope).
  • population_count
    Shorthand for PopulationCount::new().build(x, scope).
  • pow
    Shorthand for Pow::new().build(x, y, scope).
  • prefetch_dataset
    Shorthand for PrefetchDataset::new().build(input_dataset, buffer_size, scope).
  • prelinearize
    Shorthand for Prelinearize::new().build(input, scope).
  • prelinearize_tuple
    Shorthand for PrelinearizeTuple::new().build(inputs, scope).
  • prevent_gradient
    Shorthand for PreventGradient::new().build(input, scope).
  • print
    Shorthand for Print::new().build(input, data, scope).
  • print_v2
    Shorthand for PrintV2::new().build(input, scope).
  • priority_queue
    Shorthand for PriorityQueue::new().build(scope).
  • priority_queue_v2
    Shorthand for PriorityQueueV2::new().build(scope).
  • private_thread_pool_dataset
    Shorthand for PrivateThreadPoolDataset::new().build(input_dataset, num_threads, scope).
  • prod
    Shorthand for Prod::new().build(input, reduction_indices, scope).
  • py_func
    Shorthand for PyFunc::new().build(input, scope).
  • py_func_stateless
    Shorthand for PyFuncStateless::new().build(input, scope).
  • qr
    Shorthand for Qr::new().build(input, scope).
  • quantize_and_dequantize
    Shorthand for QuantizeAndDequantize::new().build(input, scope).
  • quantize_and_dequantize_v2
    Shorthand for QuantizeAndDequantizeV2::new().build(input, input_min, input_max, scope).
  • quantize_and_dequantize_v3
    Shorthand for QuantizeAndDequantizeV3::new().build(input, input_min, input_max, num_bits, scope).
  • quantize_and_dequantize_v4
    Shorthand for QuantizeAndDequantizeV4::new().build(input, input_min, input_max, scope).
  • quantize_and_dequantize_v4_grad
    Shorthand for QuantizeAndDequantizeV4Grad::new().build(gradients, input, input_min, input_max, scope).
  • quantize_down_and_shrink_range
    Shorthand for QuantizeDownAndShrinkRange::new().build(input, input_min, input_max, scope).
  • quantize_v2
    Shorthand for QuantizeV2::new().build(input, min_range, max_range, scope).
  • quantized_add
    Shorthand for QuantizedAdd::new().build(x, y, min_x, max_x, min_y, max_y, scope).
  • quantized_avg_pool
    Shorthand for QuantizedAvgPool::new().build(input, min_input, max_input, scope).
  • quantized_batch_norm_with_global_normalization
    Shorthand for QuantizedBatchNormWithGlobalNormalization::new().build(t, t_min, t_max, m, m_min, m_max, v, v_min, v_max, beta, beta_min, beta_max, gamma, gamma_min, gamma_max, scope).
  • quantized_bias_add
    Shorthand for QuantizedBiasAdd::new().build(input, bias, min_input, max_input, min_bias, max_bias, scope).
  • quantized_concat
    Shorthand for QuantizedConcat::new().build(concat_dim, values, input_mins, input_maxes, scope).
  • quantized_conv2_d
    Shorthand for QuantizedConv2D::new().build(input, filter, min_input, max_input, min_filter, max_filter, scope).
  • quantized_conv2_dand_relu
    Shorthand for QuantizedConv2DAndRelu::new().build(input, filter, min_input, max_input, min_filter, max_filter, scope).
  • quantized_conv2_dand_relu_and_requantize
    Shorthand for QuantizedConv2DAndReluAndRequantize::new().build(input, filter, min_input, max_input, min_filter, max_filter, min_freezed_output, max_freezed_output, scope).
  • quantized_conv2_dand_requantize
    Shorthand for QuantizedConv2DAndRequantize::new().build(input, filter, min_input, max_input, min_filter, max_filter, min_freezed_output, max_freezed_output, scope).
  • quantized_conv2_dper_channel
    Shorthand for QuantizedConv2DPerChannel::new().build(input, filter, min_input, max_input, min_filter, max_filter, scope).
  • quantized_conv2_dwith_bias
    Shorthand for QuantizedConv2DWithBias::new().build(input, filter, bias, min_input, max_input, min_filter, max_filter, scope).
  • quantized_conv2_dwith_bias_and_relu
    Shorthand for QuantizedConv2DWithBiasAndRelu::new().build(input, filter, bias, min_input, max_input, min_filter, max_filter, scope).
  • quantized_conv2_dwith_bias_and_relu_and_requantize
    Shorthand for QuantizedConv2DWithBiasAndReluAndRequantize::new().build(input, filter, bias, min_input, max_input, min_filter, max_filter, min_freezed_output, max_freezed_output, scope).
  • quantized_conv2_dwith_bias_and_requantize
    Shorthand for QuantizedConv2DWithBiasAndRequantize::new().build(input, filter, bias, min_input, max_input, min_filter, max_filter, min_freezed_output, max_freezed_output, scope).
  • quantized_conv2_dwith_bias_signed_sum_and_relu_and_requantize
    Shorthand for QuantizedConv2DWithBiasSignedSumAndReluAndRequantize::new().build(input, filter, bias, min_input, max_input, min_filter, max_filter, min_freezed_output, max_freezed_output, summand, min_summand, max_summand, scope).
  • quantized_conv2_dwith_bias_sum_and_relu
    Shorthand for QuantizedConv2DWithBiasSumAndRelu::new().build(input, filter, bias, min_input, max_input, min_filter, max_filter, summand, scope).
  • quantized_conv2_dwith_bias_sum_and_relu_and_requantize
    Shorthand for QuantizedConv2DWithBiasSumAndReluAndRequantize::new().build(input, filter, bias, min_input, max_input, min_filter, max_filter, min_freezed_output, max_freezed_output, summand, min_summand, max_summand, scope).
  • quantized_depthwise_conv2_d
    Shorthand for QuantizedDepthwiseConv2D::new().build(input, filter, min_input, max_input, min_filter, max_filter, scope).
  • quantized_depthwise_conv2_dwith_bias
    Shorthand for QuantizedDepthwiseConv2DWithBias::new().build(input, filter, bias, min_input, max_input, min_filter, max_filter, scope).
  • quantized_depthwise_conv2_dwith_bias_and_relu
    Shorthand for QuantizedDepthwiseConv2DWithBiasAndRelu::new().build(input, filter, bias, min_input, max_input, min_filter, max_filter, scope).
  • quantized_depthwise_conv2_dwith_bias_and_relu_and_requantize
    Shorthand for QuantizedDepthwiseConv2DWithBiasAndReluAndRequantize::new().build(input, filter, bias, min_input, max_input, min_filter, max_filter, min_freezed_output, max_freezed_output, scope).
  • quantized_instance_norm
    Shorthand for QuantizedInstanceNorm::new().build(x, x_min, x_max, scope).
  • quantized_mat_mul
    Shorthand for QuantizedMatMul::new().build(a, b, min_a, max_a, min_b, max_b, scope).
  • quantized_mat_mul_with_bias
    Shorthand for QuantizedMatMulWithBias::new().build(a, b, bias, min_a, max_a, min_b, max_b, scope).
  • quantized_mat_mul_with_bias_and_dequantize
    Shorthand for QuantizedMatMulWithBiasAndDequantize::new().build(a, b, bias, min_a, max_a, min_b, max_b, min_freezed_output, max_freezed_output, scope).
  • quantized_mat_mul_with_bias_and_relu
    Shorthand for QuantizedMatMulWithBiasAndRelu::new().build(a, b, bias, min_a, max_a, min_b, max_b, scope).
  • quantized_mat_mul_with_bias_and_relu_and_requantize
    Shorthand for QuantizedMatMulWithBiasAndReluAndRequantize::new().build(a, b, bias, min_a, max_a, min_b, max_b, min_freezed_output, max_freezed_output, scope).
  • quantized_mat_mul_with_bias_and_requantize
    Shorthand for QuantizedMatMulWithBiasAndRequantize::new().build(a, b, bias, min_a, max_a, min_b, max_b, min_freezed_output, max_freezed_output, scope).
  • quantized_max_pool
    Shorthand for QuantizedMaxPool::new().build(input, min_input, max_input, scope).
  • quantized_mul
    Shorthand for QuantizedMul::new().build(x, y, min_x, max_x, min_y, max_y, scope).
  • quantized_relu
    Shorthand for QuantizedRelu::new().build(features, min_features, max_features, scope).
  • quantized_relu6
    Shorthand for QuantizedRelu6::new().build(features, min_features, max_features, scope).
  • quantized_relu_x
    Shorthand for QuantizedReluX::new().build(features, max_value, min_features, max_features, scope).
  • quantized_reshape
    Shorthand for QuantizedReshape::new().build(tensor, shape, input_min, input_max, scope).
  • quantized_resize_bilinear
    Shorthand for QuantizedResizeBilinear::new().build(images, size, min, max, scope).
  • queue_close
    Shorthand for QueueClose::new().build(handle, scope).
  • queue_close_v2
    Shorthand for QueueCloseV2::new().build(handle, scope).
  • queue_dequeue
    Shorthand for QueueDequeue::new().build(handle, scope).
  • queue_dequeue_many
    Shorthand for QueueDequeueMany::new().build(handle, n, scope).
  • queue_dequeue_many_v2
    Shorthand for QueueDequeueManyV2::new().build(handle, n, scope).
  • queue_dequeue_up_to
    Shorthand for QueueDequeueUpTo::new().build(handle, n, scope).
  • queue_dequeue_up_to_v2
    Shorthand for QueueDequeueUpToV2::new().build(handle, n, scope).
  • queue_dequeue_v2
    Shorthand for QueueDequeueV2::new().build(handle, scope).
  • queue_enqueue
    Shorthand for QueueEnqueue::new().build(handle, components, scope).
  • queue_enqueue_many
    Shorthand for QueueEnqueueMany::new().build(handle, components, scope).
  • queue_enqueue_many_v2
    Shorthand for QueueEnqueueManyV2::new().build(handle, components, scope).
  • queue_enqueue_v2
    Shorthand for QueueEnqueueV2::new().build(handle, components, scope).
  • queue_is_closed
    Shorthand for QueueIsClosed::new().build(handle, scope).
  • queue_is_closed_v2
    Shorthand for QueueIsClosedV2::new().build(handle, scope).
  • queue_size
    Shorthand for QueueSize::new().build(handle, scope).
  • queue_size_v2
    Shorthand for QueueSizeV2::new().build(handle, scope).
  • ragged_bincount
    Shorthand for RaggedBincount::new().build(splits, values, size, weights, scope).
  • ragged_count_sparse_output
    Shorthand for RaggedCountSparseOutput::new().build(splits, values, weights, scope).
  • ragged_cross
    Shorthand for RaggedCross::new().build(ragged_values, ragged_row_splits, sparse_indices, sparse_values, sparse_shape, dense_inputs, scope).
  • ragged_fill_empty_rows
    Shorthand for RaggedFillEmptyRows::new().build(value_rowids, values, nrows, default_value, scope).
  • ragged_fill_empty_rows_grad
    Shorthand for RaggedFillEmptyRowsGrad::new().build(reverse_index_map, grad_values, scope).
  • ragged_gather
    Shorthand for RaggedGather::new().build(params_nested_splits, params_dense_values, indices, scope).
  • ragged_range
    Shorthand for RaggedRange::new().build(starts, limits, deltas, scope).
  • ragged_tensor_from_variant
    Shorthand for RaggedTensorFromVariant::new().build(encoded_ragged, scope).
  • ragged_tensor_to_sparse
    Shorthand for RaggedTensorToSparse::new().build(rt_nested_splits, rt_dense_values, scope).
  • ragged_tensor_to_tensor
    Shorthand for RaggedTensorToTensor::new().build(shape, values, default_value, row_partition_tensors, scope).
  • ragged_tensor_to_variant
    Shorthand for RaggedTensorToVariant::new().build(rt_nested_splits, rt_dense_values, scope).
  • ragged_tensor_to_variant_gradient
    Shorthand for RaggedTensorToVariantGradient::new().build(encoded_ragged_grad, row_splits, dense_values_shape, scope).
  • random_crop
    Shorthand for RandomCrop::new().build(image, size, scope).
  • random_dataset
    Shorthand for RandomDataset::new().build(seed, seed2, scope).
  • random_dataset_v2
    Shorthand for RandomDatasetV2::new().build(seed, seed2, seed_generator, scope).
  • random_gamma
    Shorthand for RandomGamma::new().build(shape, alpha, scope).
  • random_gamma_grad
    Shorthand for RandomGammaGrad::new().build(alpha, sample, scope).
  • random_index_shuffle
    Shorthand for RandomIndexShuffle::new().build(index, seed, max_index, scope).
  • random_normalDeprecated
    Shorthand for RandomNormal::new().build(scope), x).
  • random_poisson
    Shorthand for RandomPoisson::new().build(shape, rate, scope).
  • random_poisson_v2
    Shorthand for RandomPoissonV2::new().build(shape, rate, scope).
  • random_shuffle
    Shorthand for RandomShuffle::new().build(value, scope).
  • random_shuffle_queue
    Shorthand for RandomShuffleQueue::new().build(scope).
  • random_shuffle_queue_v2
    Shorthand for RandomShuffleQueueV2::new().build(scope).
  • random_standard_normal
    Shorthand for RandomStandardNormal::new().build(shape, scope).
  • random_uniform
    Shorthand for RandomUniform::new().build(shape, scope).
  • random_uniform_int
    Shorthand for RandomUniformInt::new().build(shape, minval, maxval, scope).
  • range
    Shorthand for Range::new().build(start, limit, delta, scope).
  • range_dataset
    Shorthand for RangeDataset::new().build(start, stop, step, scope).
  • rank
    Shorthand for Rank::new().build(input, scope).
  • read_file
    Shorthand for ReadFile::new().build(filename, scope).
  • read_variable_op
    Shorthand for ReadVariableOp::new().build(resource, scope).
  • read_variable_xla_split_nd
    Shorthand for ReadVariableXlaSplitND::new().build(resource, scope).
  • reader_num_records_produced
    Shorthand for ReaderNumRecordsProduced::new().build(reader_handle, scope).
  • reader_num_records_produced_v2
    Shorthand for ReaderNumRecordsProducedV2::new().build(reader_handle, scope).
  • reader_num_work_units_completed
    Shorthand for ReaderNumWorkUnitsCompleted::new().build(reader_handle, scope).
  • reader_num_work_units_completed_v2
    Shorthand for ReaderNumWorkUnitsCompletedV2::new().build(reader_handle, scope).
  • reader_read
    Shorthand for ReaderRead::new().build(reader_handle, queue_handle, scope).
  • reader_read_up_to
    Shorthand for ReaderReadUpTo::new().build(reader_handle, queue_handle, num_records, scope).
  • reader_read_up_to_v2
    Shorthand for ReaderReadUpToV2::new().build(reader_handle, queue_handle, num_records, scope).
  • reader_read_v2
    Shorthand for ReaderReadV2::new().build(reader_handle, queue_handle, scope).
  • reader_reset
    Shorthand for ReaderReset::new().build(reader_handle, scope).
  • reader_reset_v2
    Shorthand for ReaderResetV2::new().build(reader_handle, scope).
  • reader_restore_state
    Shorthand for ReaderRestoreState::new().build(reader_handle, state, scope).
  • reader_restore_state_v2
    Shorthand for ReaderRestoreStateV2::new().build(reader_handle, state, scope).
  • reader_serialize_state
    Shorthand for ReaderSerializeState::new().build(reader_handle, scope).
  • reader_serialize_state_v2
    Shorthand for ReaderSerializeStateV2::new().build(reader_handle, scope).
  • real
    Shorthand for Real::new().build(input, scope).
  • real_div
    Shorthand for RealDiv::new().build(x, y, scope).
  • rebatch_dataset
    Shorthand for RebatchDataset::new().build(input_dataset, num_replicas, scope).
  • rebatch_dataset_v2
    Shorthand for RebatchDatasetV2::new().build(input_dataset, batch_sizes, drop_remainder, scope).
  • reciprocal
    Shorthand for Reciprocal::new().build(x, scope).
  • reciprocal_grad
    Shorthand for ReciprocalGrad::new().build(y, dy, scope).
  • record_input
    Shorthand for RecordInput::new().build(scope).
  • recv
    Shorthand for Recv::new().build(scope).
  • recv_tpuembedding_activations
    Shorthand for RecvTPUEmbeddingActivations::new().build(scope).
  • reduce_dataset
    Shorthand for ReduceDataset::new().build(input_dataset, initial_state, other_arguments, scope).
  • reduce_join
    Shorthand for ReduceJoin::new().build(inputs, reduction_indices, scope).
  • ref_enter
    Shorthand for RefEnter::new().build(data, scope).
  • ref_exit
    Shorthand for RefExit::new().build(data, scope).
  • ref_identity
    Shorthand for RefIdentity::new().build(input, scope).
  • ref_merge
    Shorthand for RefMerge::new().build(inputs, scope).
  • ref_next_iteration
    Shorthand for RefNextIteration::new().build(data, scope).
  • ref_select
    Shorthand for RefSelect::new().build(index, inputs, scope).
  • ref_switch
    Shorthand for RefSwitch::new().build(data, pred, scope).
  • regex_full_match
    Shorthand for RegexFullMatch::new().build(input, pattern, scope).
  • regex_replace
    Shorthand for RegexReplace::new().build(input, pattern, rewrite, scope).
  • register_dataset
    Shorthand for RegisterDataset::new().build(dataset, address, protocol, scope).
  • register_dataset_v2
    Shorthand for RegisterDatasetV2::new().build(dataset, address, protocol, scope).
  • relayout
    Shorthand for Relayout::new().build(input, scope).
  • relayout_grad
    Shorthand for RelayoutGrad::new().build(input, forward_input, scope).
  • relu
    Shorthand for Relu::new().build(features, scope).
  • relu6
    Shorthand for Relu6::new().build(features, scope).
  • relu6_grad
    Shorthand for Relu6Grad::new().build(gradients, features, scope).
  • relu_grad
    Shorthand for ReluGrad::new().build(gradients, features, scope).
  • remote_call
    Shorthand for RemoteCall::new().build(target, args, scope).
  • repeat_dataset
    Shorthand for RepeatDataset::new().build(input_dataset, count, scope).
  • requantization_range
    Shorthand for RequantizationRange::new().build(input, input_min, input_max, scope).
  • requantization_range_per_channel
    Shorthand for RequantizationRangePerChannel::new().build(input, input_min, input_max, scope).
  • requantize
    Shorthand for Requantize::new().build(input, input_min, input_max, requested_output_min, requested_output_max, scope).
  • requantize_per_channel
    Shorthand for RequantizePerChannel::new().build(input, input_min, input_max, requested_output_min, requested_output_max, scope).
  • reshape
    Shorthand for Reshape::new().build(tensor, shape, scope).
  • resize_area
    Shorthand for ResizeArea::new().build(images, size, scope).
  • resize_bicubic
    Shorthand for ResizeBicubic::new().build(images, size, scope).
  • resize_bicubic_grad
    Shorthand for ResizeBicubicGrad::new().build(grads, original_image, scope).
  • resize_bilinear
    Shorthand for ResizeBilinear::new().build(images, size, scope).
  • resize_bilinear_grad
    Shorthand for ResizeBilinearGrad::new().build(grads, original_image, scope).
  • resize_nearest_neighbor
    Shorthand for ResizeNearestNeighbor::new().build(images, size, scope).
  • resize_nearest_neighbor_grad
    Shorthand for ResizeNearestNeighborGrad::new().build(grads, size, scope).
  • resource_accumulator_apply_gradient
    Shorthand for ResourceAccumulatorApplyGradient::new().build(handle, local_step, gradient, scope).
  • resource_accumulator_num_accumulated
    Shorthand for ResourceAccumulatorNumAccumulated::new().build(handle, scope).
  • resource_accumulator_set_global_step
    Shorthand for ResourceAccumulatorSetGlobalStep::new().build(handle, new_global_step, scope).
  • resource_accumulator_take_gradient
    Shorthand for ResourceAccumulatorTakeGradient::new().build(handle, num_required, scope).
  • resource_apply_ada_max
    Shorthand for ResourceApplyAdaMax::new().build(var, m, v, beta1_power, lr, beta1, beta2, epsilon, grad, scope).
  • resource_apply_adadelta
    Shorthand for ResourceApplyAdadelta::new().build(var, accum, accum_update, lr, rho, epsilon, grad, scope).
  • resource_apply_adagrad
    Shorthand for ResourceApplyAdagrad::new().build(var, accum, lr, grad, scope).
  • resource_apply_adagrad_da
    Shorthand for ResourceApplyAdagradDA::new().build(var, gradient_accumulator, gradient_squared_accumulator, grad, lr, l1, l2, global_step, scope).
  • resource_apply_adagrad_v2
    Shorthand for ResourceApplyAdagradV2::new().build(var, accum, lr, epsilon, grad, scope).
  • resource_apply_adam
    Shorthand for ResourceApplyAdam::new().build(var, m, v, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad, scope).
  • resource_apply_adam_with_amsgrad
    Shorthand for ResourceApplyAdamWithAmsgrad::new().build(var, m, v, vhat, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad, scope).
  • resource_apply_add_sign
    Shorthand for ResourceApplyAddSign::new().build(var, m, lr, alpha, sign_decay, beta, grad, scope).
  • resource_apply_centered_rmsprop
    Shorthand for ResourceApplyCenteredRMSProp::new().build(var, mg, ms, mom, lr, rho, momentum, epsilon, grad, scope).
  • resource_apply_ftrl
    Shorthand for ResourceApplyFtrl::new().build(var, accum, linear, grad, lr, l1, l2, lr_power, scope).
  • resource_apply_ftrl_v2
    Shorthand for ResourceApplyFtrlV2::new().build(var, accum, linear, grad, lr, l1, l2, l2_shrinkage, lr_power, scope).
  • resource_apply_gradient_descent
    Shorthand for ResourceApplyGradientDescent::new().build(var, alpha, delta, scope).
  • resource_apply_keras_momentum
    Shorthand for ResourceApplyKerasMomentum::new().build(var, accum, lr, grad, momentum, scope).
  • resource_apply_momentum
    Shorthand for ResourceApplyMomentum::new().build(var, accum, lr, grad, momentum, scope).
  • resource_apply_power_sign
    Shorthand for ResourceApplyPowerSign::new().build(var, m, lr, logbase, sign_decay, beta, grad, scope).
  • resource_apply_proximal_adagrad
    Shorthand for ResourceApplyProximalAdagrad::new().build(var, accum, lr, l1, l2, grad, scope).
  • resource_apply_proximal_gradient_descent
    Shorthand for ResourceApplyProximalGradientDescent::new().build(var, alpha, l1, l2, delta, scope).
  • resource_apply_rmsprop
    Shorthand for ResourceApplyRMSProp::new().build(var, ms, mom, lr, rho, momentum, epsilon, grad, scope).
  • resource_conditional_accumulator
    Shorthand for ResourceConditionalAccumulator::new().build(scope).
  • resource_count_up_to
    Shorthand for ResourceCountUpTo::new().build(resource, scope).
  • resource_gather
    Shorthand for ResourceGather::new().build(resource, indices, scope).
  • resource_gather_nd
    Shorthand for ResourceGatherNd::new().build(resource, indices, scope).
  • resource_scatter_add
    Shorthand for ResourceScatterAdd::new().build(resource, indices, updates, scope).
  • resource_scatter_div
    Shorthand for ResourceScatterDiv::new().build(resource, indices, updates, scope).
  • resource_scatter_max
    Shorthand for ResourceScatterMax::new().build(resource, indices, updates, scope).
  • resource_scatter_min
    Shorthand for ResourceScatterMin::new().build(resource, indices, updates, scope).
  • resource_scatter_mul
    Shorthand for ResourceScatterMul::new().build(resource, indices, updates, scope).
  • resource_scatter_nd_add
    Shorthand for ResourceScatterNdAdd::new().build(ref_, indices, updates, scope).
  • resource_scatter_nd_max
    Shorthand for ResourceScatterNdMax::new().build(ref_, indices, updates, scope).
  • resource_scatter_nd_min
    Shorthand for ResourceScatterNdMin::new().build(ref_, indices, updates, scope).
  • resource_scatter_nd_sub
    Shorthand for ResourceScatterNdSub::new().build(ref_, indices, updates, scope).
  • resource_scatter_nd_update
    Shorthand for ResourceScatterNdUpdate::new().build(ref_, indices, updates, scope).
  • resource_scatter_sub
    Shorthand for ResourceScatterSub::new().build(resource, indices, updates, scope).
  • resource_scatter_update
    Shorthand for ResourceScatterUpdate::new().build(resource, indices, updates, scope).
  • resource_sparse_apply_adadelta
    Shorthand for ResourceSparseApplyAdadelta::new().build(var, accum, accum_update, lr, rho, epsilon, grad, indices, scope).
  • resource_sparse_apply_adagrad
    Shorthand for ResourceSparseApplyAdagrad::new().build(var, accum, lr, grad, indices, scope).
  • resource_sparse_apply_adagrad_da
    Shorthand for ResourceSparseApplyAdagradDA::new().build(var, gradient_accumulator, gradient_squared_accumulator, grad, indices, lr, l1, l2, global_step, scope).
  • resource_sparse_apply_adagrad_v2
    Shorthand for ResourceSparseApplyAdagradV2::new().build(var, accum, lr, epsilon, grad, indices, scope).
  • resource_sparse_apply_centered_rmsprop
    Shorthand for ResourceSparseApplyCenteredRMSProp::new().build(var, mg, ms, mom, lr, rho, momentum, epsilon, grad, indices, scope).
  • resource_sparse_apply_ftrl
    Shorthand for ResourceSparseApplyFtrl::new().build(var, accum, linear, grad, indices, lr, l1, l2, lr_power, scope).
  • resource_sparse_apply_ftrl_v2
    Shorthand for ResourceSparseApplyFtrlV2::new().build(var, accum, linear, grad, indices, lr, l1, l2, l2_shrinkage, lr_power, scope).
  • resource_sparse_apply_keras_momentum
    Shorthand for ResourceSparseApplyKerasMomentum::new().build(var, accum, lr, grad, indices, momentum, scope).
  • resource_sparse_apply_momentum
    Shorthand for ResourceSparseApplyMomentum::new().build(var, accum, lr, grad, indices, momentum, scope).
  • resource_sparse_apply_proximal_adagrad
    Shorthand for ResourceSparseApplyProximalAdagrad::new().build(var, accum, lr, l1, l2, grad, indices, scope).
  • resource_sparse_apply_proximal_gradient_descent
    Shorthand for ResourceSparseApplyProximalGradientDescent::new().build(var, alpha, l1, l2, grad, indices, scope).
  • resource_sparse_apply_rmsprop
    Shorthand for ResourceSparseApplyRMSProp::new().build(var, ms, mom, lr, rho, momentum, epsilon, grad, indices, scope).
  • resource_strided_slice_assign
    Shorthand for ResourceStridedSliceAssign::new().build(ref_, begin, end, strides, value, scope).
  • restore
    Shorthand for Restore::new().build(file_pattern, tensor_name, scope).
  • restore_slice
    Shorthand for RestoreSlice::new().build(file_pattern, tensor_name, shape_and_slice, scope).
  • restore_v2
    Shorthand for RestoreV2::new().build(prefix, tensor_names, shape_and_slices, scope).
  • retrieve_all_tpuembedding_parameters
    Shorthand for RetrieveAllTPUEmbeddingParameters::new().build(scope).
  • retrieve_tpuembedding_adadelta_parameters
    Shorthand for RetrieveTPUEmbeddingAdadeltaParameters::new().build(scope).
  • retrieve_tpuembedding_adagrad_momentum_parameters
    Shorthand for RetrieveTPUEmbeddingAdagradMomentumParameters::new().build(scope).
  • retrieve_tpuembedding_adagrad_parameters
    Shorthand for RetrieveTPUEmbeddingAdagradParameters::new().build(scope).
  • retrieve_tpuembedding_adamparameters
    Shorthand for RetrieveTPUEmbeddingADAMParameters::new().build(scope).
  • retrieve_tpuembedding_centered_rmsprop_parameters
    Shorthand for RetrieveTPUEmbeddingCenteredRMSPropParameters::new().build(scope).
  • retrieve_tpuembedding_frequency_estimator_parameters
    Shorthand for RetrieveTPUEmbeddingFrequencyEstimatorParameters::new().build(scope).
  • retrieve_tpuembedding_ftrlparameters
    Shorthand for RetrieveTPUEmbeddingFTRLParameters::new().build(scope).
  • retrieve_tpuembedding_mdladagrad_light_parameters
    Shorthand for RetrieveTPUEmbeddingMDLAdagradLightParameters::new().build(scope).
  • retrieve_tpuembedding_momentum_parameters
    Shorthand for RetrieveTPUEmbeddingMomentumParameters::new().build(scope).
  • retrieve_tpuembedding_proximal_adagrad_parameters
    Shorthand for RetrieveTPUEmbeddingProximalAdagradParameters::new().build(scope).
  • retrieve_tpuembedding_proximal_yogi_parameters
    Shorthand for RetrieveTPUEmbeddingProximalYogiParameters::new().build(scope).
  • retrieve_tpuembedding_rmsprop_parameters
    Shorthand for RetrieveTPUEmbeddingRMSPropParameters::new().build(scope).
  • retrieve_tpuembedding_stochastic_gradient_descent_parameters
    Shorthand for RetrieveTPUEmbeddingStochasticGradientDescentParameters::new().build(scope).
  • reverse
    Shorthand for Reverse::new().build(tensor, dims, scope).
  • reverse_sequence
    Shorthand for ReverseSequence::new().build(input, seq_lengths, scope).
  • reverse_v2
    Shorthand for ReverseV2::new().build(tensor, axis, scope).
  • rewrite_dataset
    Shorthand for RewriteDataset::new().build(input_dataset, rewrite_name, scope).
  • rfft
    Shorthand for RFFT::new().build(input, fft_length, scope).
  • rfft2_d
    Shorthand for RFFT2D::new().build(input, fft_length, scope).
  • rfft3_d
    Shorthand for RFFT3D::new().build(input, fft_length, scope).
  • rgbto_hsv
    Shorthand for RGBToHSV::new().build(images, scope).
  • right_shift
    Shorthand for RightShift::new().build(x, y, scope).
  • rint
    Shorthand for Rint::new().build(x, scope).
  • risc_abs
    Shorthand for RiscAbs::new().build(x, scope).
  • risc_add
    Shorthand for RiscAdd::new().build(x, y, scope).
  • risc_binary_arithmetic
    Shorthand for RiscBinaryArithmetic::new().build(x, y, scope).
  • risc_binary_comparison
    Shorthand for RiscBinaryComparison::new().build(x, y, scope).
  • risc_bitcast
    Shorthand for RiscBitcast::new().build(x, scope).
  • risc_broadcast
    Shorthand for RiscBroadcast::new().build(input, shape, scope).
  • risc_cast
    Shorthand for RiscCast::new().build(x, scope).
  • risc_ceil
    Shorthand for RiscCeil::new().build(x, scope).
  • risc_cholesky
    Shorthand for RiscCholesky::new().build(input, scope).
  • risc_concat
    Shorthand for RiscConcat::new().build(values, axis, scope).
  • risc_condition
    Shorthand for RiscCondition::new().build(pred, input_true, input_false, scope).
  • risc_conv
    Shorthand for RiscConv::new().build(input, filter, scope).
  • risc_cos
    Shorthand for RiscCos::new().build(x, scope).
  • risc_div
    Shorthand for RiscDiv::new().build(x, y, scope).
  • risc_dot
    Shorthand for RiscDot::new().build(a, b, scope).
  • risc_exp
    Shorthand for RiscExp::new().build(x, scope).
  • risc_fft
    Shorthand for RiscFft::new().build(input, scope).
  • risc_floor
    Shorthand for RiscFloor::new().build(x, scope).
  • risc_gather
    Shorthand for RiscGather::new().build(params, indices, axis, scope).
  • risc_imag
    Shorthand for RiscImag::new().build(input, scope).
  • risc_is_finite
    Shorthand for RiscIsFinite::new().build(x, scope).
  • risc_log
    Shorthand for RiscLog::new().build(x, scope).
  • risc_logical_and
    Shorthand for RiscLogicalAnd::new().build(x, y, scope).
  • risc_logical_not
    Shorthand for RiscLogicalNot::new().build(x, scope).
  • risc_logical_or
    Shorthand for RiscLogicalOr::new().build(x, y, scope).
  • risc_max
    Shorthand for RiscMax::new().build(x, y, scope).
  • risc_min
    Shorthand for RiscMin::new().build(x, y, scope).
  • risc_mul
    Shorthand for RiscMul::new().build(x, y, scope).
  • risc_neg
    Shorthand for RiscNeg::new().build(x, scope).
  • risc_pad
    Shorthand for RiscPad::new().build(input, paddings, constant_values, scope).
  • risc_pool
    Shorthand for RiscPool::new().build(value, scope).
  • risc_pow
    Shorthand for RiscPow::new().build(x, y, scope).
  • risc_random_uniform
    Shorthand for RiscRandomUniform::new().build(shape, scope).
  • risc_real
    Shorthand for RiscReal::new().build(input, scope).
  • risc_reduce
    Shorthand for RiscReduce::new().build(tensor, axis, scope).
  • risc_rem
    Shorthand for RiscRem::new().build(x, y, scope).
  • risc_reshape
    Shorthand for RiscReshape::new().build(tensor, shape, scope).
  • risc_reverse
    Shorthand for RiscReverse::new().build(tensor, axis, scope).
  • risc_scatter
    Shorthand for RiscScatter::new().build(indices, updates, shape, scope).
  • risc_shape
    Shorthand for RiscShape::new().build(input, scope).
  • risc_sign
    Shorthand for RiscSign::new().build(x, scope).
  • risc_slice
    Shorthand for RiscSlice::new().build(input, begin, size, scope).
  • risc_sort
    Shorthand for RiscSort::new().build(input, axis, scope).
  • risc_squeeze
    Shorthand for RiscSqueeze::new().build(input, scope).
  • risc_sub
    Shorthand for RiscSub::new().build(x, y, scope).
  • risc_transpose
    Shorthand for RiscTranspose::new().build(x, perm, scope).
  • risc_triangular_solve
    Shorthand for RiscTriangularSolve::new().build(matrix, rhs, scope).
  • risc_unary
    Shorthand for RiscUnary::new().build(x, scope).
  • risc_while
    Shorthand for RiscWhile::new().build(input, scope).
  • rng_read_and_skip
    Shorthand for RngReadAndSkip::new().build(resource, alg, delta, scope).
  • rng_skip
    Shorthand for RngSkip::new().build(resource, algorithm, delta, scope).
  • roll
    Shorthand for Roll::new().build(input, shift, axis, scope).
  • round
    Shorthand for Round::new().build(x, scope).
  • rsqrt
    Shorthand for Rsqrt::new().build(x, scope).
  • rsqrt_grad
    Shorthand for RsqrtGrad::new().build(y, dy, scope).
  • sample_distorted_bounding_box
    Shorthand for SampleDistortedBoundingBox::new().build(image_size, bounding_boxes, scope).
  • sample_distorted_bounding_box_v2
    Shorthand for SampleDistortedBoundingBoxV2::new().build(image_size, bounding_boxes, min_object_covered, scope).
  • sampling_dataset
    Shorthand for SamplingDataset::new().build(input_dataset, rate, seed, seed2, scope).
  • save
    Shorthand for Save::new().build(filename, tensor_names, data, scope).
  • save_dataset
    Shorthand for SaveDataset::new().build(input_dataset, path, shard_func_other_args, scope).
  • save_dataset_v2
    Shorthand for SaveDatasetV2::new().build(input_dataset, path, shard_func_other_args, scope).
  • save_slices
    Shorthand for SaveSlices::new().build(filename, tensor_names, shapes_and_slices, data, scope).
  • save_v2
    Shorthand for SaveV2::new().build(prefix, tensor_names, shape_and_slices, tensors, scope).
  • scalar_summary
    Shorthand for ScalarSummary::new().build(tags, values, scope).
  • scale_and_translate
    Shorthand for ScaleAndTranslate::new().build(images, size, scale, translation, scope).
  • scale_and_translate_grad
    Shorthand for ScaleAndTranslateGrad::new().build(grads, original_image, scale, translation, scope).
  • scan_dataset
    Shorthand for ScanDataset::new().build(input_dataset, initial_state, other_arguments, scope).
  • scatter_add
    Shorthand for ScatterAdd::new().build(ref_, indices, updates, scope).
  • scatter_div
    Shorthand for ScatterDiv::new().build(ref_, indices, updates, scope).
  • scatter_max
    Shorthand for ScatterMax::new().build(ref_, indices, updates, scope).
  • scatter_min
    Shorthand for ScatterMin::new().build(ref_, indices, updates, scope).
  • scatter_mul
    Shorthand for ScatterMul::new().build(ref_, indices, updates, scope).
  • scatter_nd
    Shorthand for ScatterNd::new().build(indices, updates, shape, scope).
  • scatter_nd_add
    Shorthand for ScatterNdAdd::new().build(ref_, indices, updates, scope).
  • scatter_nd_max
    Shorthand for ScatterNdMax::new().build(ref_, indices, updates, scope).
  • scatter_nd_min
    Shorthand for ScatterNdMin::new().build(ref_, indices, updates, scope).
  • scatter_nd_non_aliasing_add
    Shorthand for ScatterNdNonAliasingAdd::new().build(input, indices, updates, scope).
  • scatter_nd_sub
    Shorthand for ScatterNdSub::new().build(ref_, indices, updates, scope).
  • scatter_nd_update
    Shorthand for ScatterNdUpdate::new().build(ref_, indices, updates, scope).
  • scatter_sub
    Shorthand for ScatterSub::new().build(ref_, indices, updates, scope).
  • scatter_update
    Shorthand for ScatterUpdate::new().build(ref_, indices, updates, scope).
  • sdca_fprint
    Shorthand for SdcaFprint::new().build(input, scope).
  • sdca_optimizer
    Shorthand for SdcaOptimizer::new().build(sparse_example_indices, sparse_feature_indices, sparse_feature_values, dense_features, example_weights, example_labels, sparse_indices, sparse_weights, dense_weights, example_state_data, scope).
  • sdca_optimizer_v2
    Shorthand for SdcaOptimizerV2::new().build(sparse_example_indices, sparse_feature_indices, sparse_feature_values, dense_features, example_weights, example_labels, sparse_indices, sparse_weights, dense_weights, example_state_data, scope).
  • sdca_shrink_l1
    Shorthand for SdcaShrinkL1::new().build(weights, scope).
  • segment_max
    Shorthand for SegmentMax::new().build(data, segment_ids, scope).
  • segment_max_v2
    Shorthand for SegmentMaxV2::new().build(data, segment_ids, num_segments, scope).
  • segment_mean
    Shorthand for SegmentMean::new().build(data, segment_ids, scope).
  • segment_min
    Shorthand for SegmentMin::new().build(data, segment_ids, scope).
  • segment_min_v2
    Shorthand for SegmentMinV2::new().build(data, segment_ids, num_segments, scope).
  • segment_prod
    Shorthand for SegmentProd::new().build(data, segment_ids, scope).
  • segment_prod_v2
    Shorthand for SegmentProdV2::new().build(data, segment_ids, num_segments, scope).
  • segment_sum
    Shorthand for SegmentSum::new().build(data, segment_ids, scope).
  • segment_sum_v2
    Shorthand for SegmentSumV2::new().build(data, segment_ids, num_segments, scope).
  • select
    Shorthand for Select::new().build(condition, t, e, scope).
  • select_v2
    Shorthand for SelectV2::new().build(condition, t, e, scope).
  • self_adjoint_eig
    Shorthand for SelfAdjointEig::new().build(input, scope).
  • self_adjoint_eig_v2
    Shorthand for SelfAdjointEigV2::new().build(input, scope).
  • selu
    Shorthand for Selu::new().build(features, scope).
  • selu_grad
    Shorthand for SeluGrad::new().build(gradients, outputs, scope).
  • send
    Shorthand for Send::new().build(tensor, scope).
  • send_tpuembedding_gradients
    Shorthand for SendTPUEmbeddingGradients::new().build(inputs, learning_rates, scope).
  • serialize_iterator
    Shorthand for SerializeIterator::new().build(resource_handle, scope).
  • serialize_many_sparse
    Shorthand for SerializeManySparse::new().build(sparse_indices, sparse_values, sparse_shape, scope).
  • serialize_sparse
    Shorthand for SerializeSparse::new().build(sparse_indices, sparse_values, sparse_shape, scope).
  • serialize_tensor
    Shorthand for SerializeTensor::new().build(tensor, scope).
  • set_size
    Shorthand for SetSize::new().build(set_indices, set_values, set_shape, scope).
  • set_stats_aggregator_dataset
    Shorthand for SetStatsAggregatorDataset::new().build(input_dataset, stats_aggregator, tag, counter_prefix, scope).
  • shape
    Shorthand for Shape::new().build(input, scope).
  • shape_n
    Shorthand for ShapeN::new().build(input, scope).
  • shard_dataset
    Shorthand for ShardDataset::new().build(input_dataset, num_shards, index, scope).
  • sharded_filename
    Shorthand for ShardedFilename::new().build(basename, shard, num_shards, scope).
  • sharded_filespec
    Shorthand for ShardedFilespec::new().build(basename, num_shards, scope).
  • shuffle_and_repeat_dataset
    Shorthand for ShuffleAndRepeatDataset::new().build(input_dataset, buffer_size, seed, seed2, count, scope).
  • shuffle_and_repeat_dataset_v2
    Shorthand for ShuffleAndRepeatDatasetV2::new().build(input_dataset, buffer_size, seed, seed2, count, seed_generator, scope).
  • shuffle_dataset
    Shorthand for ShuffleDataset::new().build(input_dataset, buffer_size, seed, seed2, scope).
  • shuffle_dataset_v2
    Shorthand for ShuffleDatasetV2::new().build(input_dataset, buffer_size, seed_generator, scope).
  • shuffle_dataset_v3
    Shorthand for ShuffleDatasetV3::new().build(input_dataset, buffer_size, seed, seed2, seed_generator, scope).
  • shutdown_distributed_tpu
    Shorthand for ShutdownDistributedTPU::new().build(scope).
  • shutdown_tpusystem
    Shorthand for ShutdownTPUSystem::new().build(scope).
  • sigmoid
    Shorthand for Sigmoid::new().build(x, scope).
  • sigmoid_grad
    Shorthand for SigmoidGrad::new().build(y, dy, scope).
  • sign
    Shorthand for Sign::new().build(x, scope).
  • sin
    Shorthand for Sin::new().build(x, scope).
  • sinh
    Shorthand for Sinh::new().build(x, scope).
  • size
    Shorthand for Size::new().build(input, scope).
  • skip_dataset
    Shorthand for SkipDataset::new().build(input_dataset, count, scope).
  • skipgram
    Shorthand for Skipgram::new().build(scope).
  • sleep_dataset
    Shorthand for SleepDataset::new().build(input_dataset, sleep_microseconds, scope).
  • slice
    Shorthand for Slice::new().build(input, begin, size, scope).
  • sliding_window_dataset
    Shorthand for SlidingWindowDataset::new().build(input_dataset, window_size, window_shift, window_stride, scope).
  • snapshot
    Shorthand for Snapshot::new().build(input, scope).
  • snapshot_chunk_dataset
    Shorthand for SnapshotChunkDataset::new().build(chunk_file, scope).
  • snapshot_dataset
    Shorthand for SnapshotDataset::new().build(input_dataset, path, scope).
  • snapshot_dataset_reader
    Shorthand for SnapshotDatasetReader::new().build(shard_dir, start_index, scope).
  • snapshot_dataset_v2
    Shorthand for SnapshotDatasetV2::new().build(input_dataset, path, reader_func_other_args, shard_func_other_args, scope).
  • snapshot_nested_dataset_reader
    Shorthand for SnapshotNestedDatasetReader::new().build(inputs, scope).
  • sobol_sample
    Shorthand for SobolSample::new().build(dim, num_results, skip, scope).
  • softmax
    Shorthand for Softmax::new().build(logits, scope).
  • softmax_cross_entropy_with_logits
    Shorthand for SoftmaxCrossEntropyWithLogits::new().build(features, labels, scope).
  • softplus
    Shorthand for Softplus::new().build(features, scope).
  • softplus_grad
    Shorthand for SoftplusGrad::new().build(gradients, features, scope).
  • softsign
    Shorthand for Softsign::new().build(features, scope).
  • softsign_grad
    Shorthand for SoftsignGrad::new().build(gradients, features, scope).
  • space_to_batch
    Shorthand for SpaceToBatch::new().build(input, paddings, scope).
  • space_to_batch_nd
    Shorthand for SpaceToBatchND::new().build(input, block_shape, paddings, scope).
  • space_to_depth
    Shorthand for SpaceToDepth::new().build(input, scope).
  • sparse_accumulator_apply_gradient
    Shorthand for SparseAccumulatorApplyGradient::new().build(handle, local_step, gradient_indices, gradient_values, gradient_shape, scope).
  • sparse_accumulator_take_gradient
    Shorthand for SparseAccumulatorTakeGradient::new().build(handle, num_required, scope).
  • sparse_add
    Shorthand for SparseAdd::new().build(a_indices, a_values, a_shape, b_indices, b_values, b_shape, thresh, scope).
  • sparse_add_grad
    Shorthand for SparseAddGrad::new().build(backprop_val_grad, a_indices, b_indices, sum_indices, scope).
  • sparse_apply_adadelta
    Shorthand for SparseApplyAdadelta::new().build(var, accum, accum_update, lr, rho, epsilon, grad, indices, scope).
  • sparse_apply_adagrad
    Shorthand for SparseApplyAdagrad::new().build(var, accum, lr, grad, indices, scope).
  • sparse_apply_adagrad_da
    Shorthand for SparseApplyAdagradDA::new().build(var, gradient_accumulator, gradient_squared_accumulator, grad, indices, lr, l1, l2, global_step, scope).
  • sparse_apply_adagrad_v2
    Shorthand for SparseApplyAdagradV2::new().build(var, accum, lr, epsilon, grad, indices, scope).
  • sparse_apply_centered_rmsprop
    Shorthand for SparseApplyCenteredRMSProp::new().build(var, mg, ms, mom, lr, rho, momentum, epsilon, grad, indices, scope).
  • sparse_apply_ftrl
    Shorthand for SparseApplyFtrl::new().build(var, accum, linear, grad, indices, lr, l1, l2, lr_power, scope).
  • sparse_apply_ftrl_v2
    Shorthand for SparseApplyFtrlV2::new().build(var, accum, linear, grad, indices, lr, l1, l2, l2_shrinkage, lr_power, scope).
  • sparse_apply_momentum
    Shorthand for SparseApplyMomentum::new().build(var, accum, lr, grad, indices, momentum, scope).
  • sparse_apply_proximal_adagrad
    Shorthand for SparseApplyProximalAdagrad::new().build(var, accum, lr, l1, l2, grad, indices, scope).
  • sparse_apply_proximal_gradient_descent
    Shorthand for SparseApplyProximalGradientDescent::new().build(var, alpha, l1, l2, grad, indices, scope).
  • sparse_apply_rmsprop
    Shorthand for SparseApplyRMSProp::new().build(var, ms, mom, lr, rho, momentum, epsilon, grad, indices, scope).
  • sparse_bincount
    Shorthand for SparseBincount::new().build(indices, values, dense_shape, size, weights, scope).
  • sparse_concat
    Shorthand for SparseConcat::new().build(indices, values, shapes, scope).
  • sparse_conditional_accumulator
    Shorthand for SparseConditionalAccumulator::new().build(scope).
  • sparse_count_sparse_output
    Shorthand for SparseCountSparseOutput::new().build(indices, values, dense_shape, weights, scope).
  • sparse_cross
    Shorthand for SparseCross::new().build(indices, values, shapes, dense_inputs, scope).
  • sparse_cross_hashed
    Shorthand for SparseCrossHashed::new().build(indices, values, shapes, dense_inputs, num_buckets, strong_hash, salt, scope).
  • sparse_cross_v2
    Shorthand for SparseCrossV2::new().build(indices, values, shapes, dense_inputs, sep, scope).
  • sparse_dense_cwise_add
    Shorthand for SparseDenseCwiseAdd::new().build(sp_indices, sp_values, sp_shape, dense, scope).
  • sparse_dense_cwise_div
    Shorthand for SparseDenseCwiseDiv::new().build(sp_indices, sp_values, sp_shape, dense, scope).
  • sparse_dense_cwise_mul
    Shorthand for SparseDenseCwiseMul::new().build(sp_indices, sp_values, sp_shape, dense, scope).
  • sparse_fill_empty_rows
    Shorthand for SparseFillEmptyRows::new().build(indices, values, dense_shape, default_value, scope).
  • sparse_fill_empty_rows_grad
    Shorthand for SparseFillEmptyRowsGrad::new().build(reverse_index_map, grad_values, scope).
  • sparse_mat_mul
    Shorthand for SparseMatMul::new().build(a, b, scope).
  • sparse_matrix_add
    Shorthand for SparseMatrixAdd::new().build(a, b, alpha, beta, scope).
  • sparse_matrix_mat_mul
    Shorthand for SparseMatrixMatMul::new().build(a, b, scope).
  • sparse_matrix_mul
    Shorthand for SparseMatrixMul::new().build(a, b, scope).
  • sparse_matrix_nnz
    Shorthand for SparseMatrixNNZ::new().build(sparse_matrix, scope).
  • sparse_matrix_ordering_amd
    Shorthand for SparseMatrixOrderingAMD::new().build(input, scope).
  • sparse_matrix_softmax
    Shorthand for SparseMatrixSoftmax::new().build(logits, scope).
  • sparse_matrix_softmax_grad
    Shorthand for SparseMatrixSoftmaxGrad::new().build(softmax, grad_softmax, scope).
  • sparse_matrix_sparse_cholesky
    Shorthand for SparseMatrixSparseCholesky::new().build(input, permutation, scope).
  • sparse_matrix_sparse_mat_mul
    Shorthand for SparseMatrixSparseMatMul::new().build(a, b, scope).
  • sparse_matrix_transpose
    Shorthand for SparseMatrixTranspose::new().build(input, scope).
  • sparse_matrix_zeros
    Shorthand for SparseMatrixZeros::new().build(dense_shape, scope).
  • sparse_reduce_max
    Shorthand for SparseReduceMax::new().build(input_indices, input_values, input_shape, reduction_axes, scope).
  • sparse_reduce_max_sparse
    Shorthand for SparseReduceMaxSparse::new().build(input_indices, input_values, input_shape, reduction_axes, scope).
  • sparse_reduce_sum
    Shorthand for SparseReduceSum::new().build(input_indices, input_values, input_shape, reduction_axes, scope).
  • sparse_reduce_sum_sparse
    Shorthand for SparseReduceSumSparse::new().build(input_indices, input_values, input_shape, reduction_axes, scope).
  • sparse_reorder
    Shorthand for SparseReorder::new().build(input_indices, input_values, input_shape, scope).
  • sparse_reshape
    Shorthand for SparseReshape::new().build(input_indices, input_shape, new_shape, scope).
  • sparse_segment_mean
    Shorthand for SparseSegmentMean::new().build(data, indices, segment_ids, scope).
  • sparse_segment_mean_grad
    Shorthand for SparseSegmentMeanGrad::new().build(grad, indices, segment_ids, output_dim0, scope).
  • sparse_segment_mean_with_num_segments
    Shorthand for SparseSegmentMeanWithNumSegments::new().build(data, indices, segment_ids, num_segments, scope).
  • sparse_segment_sqrt_n
    Shorthand for SparseSegmentSqrtN::new().build(data, indices, segment_ids, scope).
  • sparse_segment_sqrt_ngrad
    Shorthand for SparseSegmentSqrtNGrad::new().build(grad, indices, segment_ids, output_dim0, scope).
  • sparse_segment_sqrt_nwith_num_segments
    Shorthand for SparseSegmentSqrtNWithNumSegments::new().build(data, indices, segment_ids, num_segments, scope).
  • sparse_segment_sum
    Shorthand for SparseSegmentSum::new().build(data, indices, segment_ids, scope).
  • sparse_segment_sum_grad
    Shorthand for SparseSegmentSumGrad::new().build(grad, indices, segment_ids, output_dim0, scope).
  • sparse_segment_sum_with_num_segments
    Shorthand for SparseSegmentSumWithNumSegments::new().build(data, indices, segment_ids, num_segments, scope).
  • sparse_slice
    Shorthand for SparseSlice::new().build(indices, values, shape, start, size, scope).
  • sparse_slice_grad
    Shorthand for SparseSliceGrad::new().build(backprop_val_grad, input_indices, input_start, output_indices, scope).
  • sparse_softmax
    Shorthand for SparseSoftmax::new().build(sp_indices, sp_values, sp_shape, scope).
  • sparse_softmax_cross_entropy_with_logits
    Shorthand for SparseSoftmaxCrossEntropyWithLogits::new().build(features, labels, scope).
  • sparse_sparse_maximum
    Shorthand for SparseSparseMaximum::new().build(a_indices, a_values, a_shape, b_indices, b_values, b_shape, scope).
  • sparse_sparse_minimum
    Shorthand for SparseSparseMinimum::new().build(a_indices, a_values, a_shape, b_indices, b_values, b_shape, scope).
  • sparse_split
    Shorthand for SparseSplit::new().build(split_dim, indices, values, shape, scope).
  • sparse_tensor_dense_add
    Shorthand for SparseTensorDenseAdd::new().build(a_indices, a_values, a_shape, b, scope).
  • sparse_tensor_dense_mat_mul
    Shorthand for SparseTensorDenseMatMul::new().build(a_indices, a_values, a_shape, b, scope).
  • sparse_tensor_slice_dataset
    Shorthand for SparseTensorSliceDataset::new().build(indices, values, dense_shape, scope).
  • sparse_tensor_to_csrsparse_matrix
    Shorthand for SparseTensorToCSRSparseMatrix::new().build(indices, values, dense_shape, scope).
  • sparse_to_dense
    Shorthand for SparseToDense::new().build(sparse_indices, output_shape, sparse_values, default_value, scope).
  • sparse_to_sparse_set_operation
    Shorthand for SparseToSparseSetOperation::new().build(set1_indices, set1_values, set1_shape, set2_indices, set2_values, set2_shape, scope).
  • spence
    Shorthand for Spence::new().build(x, scope).
  • split
    Shorthand for Split::new().build(split_dim, value, scope).
  • split_dedup_data
    Shorthand for SplitDedupData::new().build(input, scope).
  • split_v
    Shorthand for SplitV::new().build(value, size_splits, split_dim, scope).
  • sql_dataset
    Shorthand for SqlDataset::new().build(driver_name, data_source_name, query, scope).
  • sqrt
    Shorthand for Sqrt::new().build(x, scope).
  • sqrt_grad
    Shorthand for SqrtGrad::new().build(y, dy, scope).
  • square
    Shorthand for Square::new().build(x, scope).
  • squared_difference
    Shorthand for SquaredDifference::new().build(x, y, scope).
  • squeeze
    Shorthand for Squeeze::new().build(input, scope).
  • stack
    Shorthand for Stack::new().build(scope).
  • stack_close
    Shorthand for StackClose::new().build(handle, scope).
  • stack_close_v2
    Shorthand for StackCloseV2::new().build(handle, scope).
  • stack_pop
    Shorthand for StackPop::new().build(handle, scope).
  • stack_pop_v2
    Shorthand for StackPopV2::new().build(handle, scope).
  • stack_push
    Shorthand for StackPush::new().build(handle, elem, scope).
  • stack_push_v2
    Shorthand for StackPushV2::new().build(handle, elem, scope).
  • stack_v2
    Shorthand for StackV2::new().build(max_size, scope).
  • stage
    Shorthand for Stage::new().build(values, scope).
  • stage_clear
    Shorthand for StageClear::new().build(scope).
  • stage_peek
    Shorthand for StagePeek::new().build(index, scope).
  • stage_size
    Shorthand for StageSize::new().build(scope).
  • stateful_partitioned_call
    Shorthand for StatefulPartitionedCall::new().build(args, scope).
  • stateful_random_binomial
    Shorthand for StatefulRandomBinomial::new().build(resource, algorithm, shape, counts, probs, scope).
  • stateful_standard_normal
    Shorthand for StatefulStandardNormal::new().build(resource, shape, scope).
  • stateful_standard_normal_v2
    Shorthand for StatefulStandardNormalV2::new().build(resource, algorithm, shape, scope).
  • stateful_truncated_normal
    Shorthand for StatefulTruncatedNormal::new().build(resource, algorithm, shape, scope).
  • stateful_uniform
    Shorthand for StatefulUniform::new().build(resource, algorithm, shape, scope).
  • stateful_uniform_full_int
    Shorthand for StatefulUniformFullInt::new().build(resource, algorithm, shape, scope).
  • stateful_uniform_int
    Shorthand for StatefulUniformInt::new().build(resource, algorithm, shape, minval, maxval, scope).
  • stateless_case
    Shorthand for StatelessCase::new().build(branch_index, input, scope).
  • stateless_if
    Shorthand for StatelessIf::new().build(cond, input, scope).
  • stateless_multinomial
    Shorthand for StatelessMultinomial::new().build(logits, num_samples, seed, scope).
  • stateless_parameterized_truncated_normal
    Shorthand for StatelessParameterizedTruncatedNormal::new().build(shape, seed, means, stddevs, minvals, maxvals, scope).
  • stateless_random_binomial
    Shorthand for StatelessRandomBinomial::new().build(shape, seed, counts, probs, scope).
  • stateless_random_gamma_v2
    Shorthand for StatelessRandomGammaV2::new().build(shape, seed, alpha, scope).
  • stateless_random_gamma_v3
    Shorthand for StatelessRandomGammaV3::new().build(shape, key, counter, alg, alpha, scope).
  • stateless_random_get_alg
    Shorthand for StatelessRandomGetAlg::new().build(scope).
  • stateless_random_get_key_counter
    Shorthand for StatelessRandomGetKeyCounter::new().build(seed, scope).
  • stateless_random_get_key_counter_alg
    Shorthand for StatelessRandomGetKeyCounterAlg::new().build(seed, scope).
  • stateless_random_normal
    Shorthand for StatelessRandomNormal::new().build(shape, seed, scope).
  • stateless_random_normal_v2
    Shorthand for StatelessRandomNormalV2::new().build(shape, key, counter, alg, scope).
  • stateless_random_poisson
    Shorthand for StatelessRandomPoisson::new().build(shape, seed, lam, scope).
  • stateless_random_uniform
    Shorthand for StatelessRandomUniform::new().build(shape, seed, scope).
  • stateless_random_uniform_full_int
    Shorthand for StatelessRandomUniformFullInt::new().build(shape, seed, scope).
  • stateless_random_uniform_full_int_v2
    Shorthand for StatelessRandomUniformFullIntV2::new().build(shape, key, counter, alg, scope).
  • stateless_random_uniform_int
    Shorthand for StatelessRandomUniformInt::new().build(shape, seed, minval, maxval, scope).
  • stateless_random_uniform_int_v2
    Shorthand for StatelessRandomUniformIntV2::new().build(shape, key, counter, alg, minval, maxval, scope).
  • stateless_random_uniform_v2
    Shorthand for StatelessRandomUniformV2::new().build(shape, key, counter, alg, scope).
  • stateless_sample_distorted_bounding_box
    Shorthand for StatelessSampleDistortedBoundingBox::new().build(image_size, bounding_boxes, min_object_covered, seed, scope).
  • stateless_shuffle
    Shorthand for StatelessShuffle::new().build(value, key, counter, alg, scope).
  • stateless_truncated_normal
    Shorthand for StatelessTruncatedNormal::new().build(shape, seed, scope).
  • stateless_truncated_normal_v2
    Shorthand for StatelessTruncatedNormalV2::new().build(shape, key, counter, alg, scope).
  • stateless_while
    Shorthand for StatelessWhile::new().build(input, scope).
  • static_regex_full_match
    Shorthand for StaticRegexFullMatch::new().build(input, scope).
  • static_regex_replace
    Shorthand for StaticRegexReplace::new().build(input, scope).
  • stats_aggregator_handle
    Shorthand for StatsAggregatorHandle::new().build(scope).
  • stats_aggregator_handle_v2
    Shorthand for StatsAggregatorHandleV2::new().build(scope).
  • stats_aggregator_set_summary_writer
    Shorthand for StatsAggregatorSetSummaryWriter::new().build(stats_aggregator, summary, scope).
  • stats_aggregator_summary
    Shorthand for StatsAggregatorSummary::new().build(iterator, scope).
  • stochastic_cast_to_int
    Shorthand for StochasticCastToInt::new().build(input, key, counter, alg, scope).
  • stop_gradient
    Shorthand for StopGradient::new().build(input, scope).
  • strided_slice
    Shorthand for StridedSlice::new().build(input, begin, end, strides, scope).
  • strided_slice_assign
    Shorthand for StridedSliceAssign::new().build(ref_, begin, end, strides, value, scope).
  • strided_slice_grad
    Shorthand for StridedSliceGrad::new().build(shape, begin, end, strides, dy, scope).
  • string_format
    Shorthand for StringFormat::new().build(inputs, scope).
  • string_join
    Shorthand for StringJoin::new().build(inputs, scope).
  • string_length
    Shorthand for StringLength::new().build(input, scope).
  • string_lower
    Shorthand for StringLower::new().build(input, scope).
  • string_ngrams
    Shorthand for StringNGrams::new().build(data, data_splits, scope).
  • string_split
    Shorthand for StringSplit::new().build(input, delimiter, scope).
  • string_split_v2
    Shorthand for StringSplitV2::new().build(input, sep, scope).
  • string_strip
    Shorthand for StringStrip::new().build(input, scope).
  • string_to_hash_bucket
    Shorthand for StringToHashBucket::new().build(string_tensor, scope).
  • string_to_hash_bucket_fast
    Shorthand for StringToHashBucketFast::new().build(input, scope).
  • string_to_hash_bucket_strong
    Shorthand for StringToHashBucketStrong::new().build(input, scope).
  • string_to_number
    Shorthand for StringToNumber::new().build(string_tensor, scope).
  • string_upper
    Shorthand for StringUpper::new().build(input, scope).
  • sub
    Shorthand for Sub::new().build(x, y, scope).
  • substr
    Shorthand for Substr::new().build(input, pos, len, scope).
  • subtractDeprecated
    Shorthand for Subtract::new().build(scope), a, b).
  • sum
    Shorthand for Sum::new().build(input, reduction_indices, scope).
  • summary_writer
    Shorthand for SummaryWriter::new().build(scope).
  • svd
    Shorthand for Svd::new().build(input, scope).
  • switch
    Shorthand for Switch::new().build(data, pred, scope).
  • symbolic_gradient
    Shorthand for SymbolicGradient::new().build(input, scope).
  • sync_device
    Shorthand for SyncDevice::new().build(scope).
  • take_dataset
    Shorthand for TakeDataset::new().build(input_dataset, count, scope).
  • take_many_sparse_from_tensors_map
    Shorthand for TakeManySparseFromTensorsMap::new().build(sparse_handles, scope).
  • take_while_dataset
    Shorthand for TakeWhileDataset::new().build(input_dataset, other_arguments, scope).
  • tan
    Shorthand for Tan::new().build(x, scope).
  • tanh
    Shorthand for Tanh::new().build(x, scope).
  • tanh_grad
    Shorthand for TanhGrad::new().build(y, dy, scope).
  • temporary_variable
    Shorthand for TemporaryVariable::new().build(scope).
  • tensor_array
    Shorthand for TensorArray::new().build(size, scope).
  • tensor_array_close
    Shorthand for TensorArrayClose::new().build(handle, scope).
  • tensor_array_close_v2
    Shorthand for TensorArrayCloseV2::new().build(handle, scope).
  • tensor_array_close_v3
    Shorthand for TensorArrayCloseV3::new().build(handle, scope).
  • tensor_array_concat
    Shorthand for TensorArrayConcat::new().build(handle, flow_in, scope).
  • tensor_array_concat_v2
    Shorthand for TensorArrayConcatV2::new().build(handle, flow_in, scope).
  • tensor_array_concat_v3
    Shorthand for TensorArrayConcatV3::new().build(handle, flow_in, scope).
  • tensor_array_gather
    Shorthand for TensorArrayGather::new().build(handle, indices, flow_in, scope).
  • tensor_array_gather_v2
    Shorthand for TensorArrayGatherV2::new().build(handle, indices, flow_in, scope).
  • tensor_array_gather_v3
    Shorthand for TensorArrayGatherV3::new().build(handle, indices, flow_in, scope).
  • tensor_array_grad
    Shorthand for TensorArrayGrad::new().build(handle, flow_in, scope).
  • tensor_array_grad_v2
    Shorthand for TensorArrayGradV2::new().build(handle, flow_in, scope).
  • tensor_array_grad_v3
    Shorthand for TensorArrayGradV3::new().build(handle, flow_in, scope).
  • tensor_array_grad_with_shape
    Shorthand for TensorArrayGradWithShape::new().build(handle, flow_in, shape_to_prepend, scope).
  • tensor_array_pack
    Shorthand for TensorArrayPack::new().build(handle, flow_in, scope).
  • tensor_array_read
    Shorthand for TensorArrayRead::new().build(handle, index, flow_in, scope).
  • tensor_array_read_v2
    Shorthand for TensorArrayReadV2::new().build(handle, index, flow_in, scope).
  • tensor_array_read_v3
    Shorthand for TensorArrayReadV3::new().build(handle, index, flow_in, scope).
  • tensor_array_scatter
    Shorthand for TensorArrayScatter::new().build(handle, indices, value, flow_in, scope).
  • tensor_array_scatter_v2
    Shorthand for TensorArrayScatterV2::new().build(handle, indices, value, flow_in, scope).
  • tensor_array_scatter_v3
    Shorthand for TensorArrayScatterV3::new().build(handle, indices, value, flow_in, scope).
  • tensor_array_size
    Shorthand for TensorArraySize::new().build(handle, flow_in, scope).
  • tensor_array_size_v2
    Shorthand for TensorArraySizeV2::new().build(handle, flow_in, scope).
  • tensor_array_size_v3
    Shorthand for TensorArraySizeV3::new().build(handle, flow_in, scope).
  • tensor_array_split
    Shorthand for TensorArraySplit::new().build(handle, value, lengths, flow_in, scope).
  • tensor_array_split_v2
    Shorthand for TensorArraySplitV2::new().build(handle, value, lengths, flow_in, scope).
  • tensor_array_split_v3
    Shorthand for TensorArraySplitV3::new().build(handle, value, lengths, flow_in, scope).
  • tensor_array_unpack
    Shorthand for TensorArrayUnpack::new().build(handle, value, flow_in, scope).
  • tensor_array_v2
    Shorthand for TensorArrayV2::new().build(size, scope).
  • tensor_array_v3
    Shorthand for TensorArrayV3::new().build(size, scope).
  • tensor_array_write
    Shorthand for TensorArrayWrite::new().build(handle, index, value, flow_in, scope).
  • tensor_array_write_v2
    Shorthand for TensorArrayWriteV2::new().build(handle, index, value, flow_in, scope).
  • tensor_array_write_v3
    Shorthand for TensorArrayWriteV3::new().build(handle, index, value, flow_in, scope).
  • tensor_dataset
    Shorthand for TensorDataset::new().build(components, scope).
  • tensor_list_concat
    Shorthand for TensorListConcat::new().build(input_handle, scope).
  • tensor_list_concat_lists
    Shorthand for TensorListConcatLists::new().build(input_a, input_b, scope).
  • tensor_list_concat_v2
    Shorthand for TensorListConcatV2::new().build(input_handle, element_shape, leading_dims, scope).
  • tensor_list_element_shape
    Shorthand for TensorListElementShape::new().build(input_handle, scope).
  • tensor_list_from_tensor
    Shorthand for TensorListFromTensor::new().build(tensor, element_shape, scope).
  • tensor_list_gather
    Shorthand for TensorListGather::new().build(input_handle, indices, element_shape, scope).
  • tensor_list_get_item
    Shorthand for TensorListGetItem::new().build(input_handle, index, element_shape, scope).
  • tensor_list_length
    Shorthand for TensorListLength::new().build(input_handle, scope).
  • tensor_list_pop_back
    Shorthand for TensorListPopBack::new().build(input_handle, element_shape, scope).
  • tensor_list_push_back
    Shorthand for TensorListPushBack::new().build(input_handle, tensor, scope).
  • tensor_list_push_back_batch
    Shorthand for TensorListPushBackBatch::new().build(input_handles, tensor, scope).
  • tensor_list_reserve
    Shorthand for TensorListReserve::new().build(element_shape, num_elements, scope).
  • tensor_list_resize
    Shorthand for TensorListResize::new().build(input_handle, size, scope).
  • tensor_list_scatter
    Shorthand for TensorListScatter::new().build(tensor, indices, element_shape, scope).
  • tensor_list_scatter_into_existing_list
    Shorthand for TensorListScatterIntoExistingList::new().build(input_handle, tensor, indices, scope).
  • tensor_list_scatter_v2
    Shorthand for TensorListScatterV2::new().build(tensor, indices, element_shape, num_elements, scope).
  • tensor_list_set_item
    Shorthand for TensorListSetItem::new().build(input_handle, index, item, scope).
  • tensor_list_split
    Shorthand for TensorListSplit::new().build(tensor, element_shape, lengths, scope).
  • tensor_list_stack
    Shorthand for TensorListStack::new().build(input_handle, element_shape, scope).
  • tensor_map_erase
    Shorthand for TensorMapErase::new().build(input_handle, key, scope).
  • tensor_map_has_key
    Shorthand for TensorMapHasKey::new().build(input_handle, key, scope).
  • tensor_map_insert
    Shorthand for TensorMapInsert::new().build(input_handle, key, value, scope).
  • tensor_map_lookup
    Shorthand for TensorMapLookup::new().build(input_handle, key, scope).
  • tensor_map_size
    Shorthand for TensorMapSize::new().build(input_handle, scope).
  • tensor_map_stack_keys
    Shorthand for TensorMapStackKeys::new().build(input_handle, scope).
  • tensor_scatter_add
    Shorthand for TensorScatterAdd::new().build(tensor, indices, updates, scope).
  • tensor_scatter_max
    Shorthand for TensorScatterMax::new().build(tensor, indices, updates, scope).
  • tensor_scatter_min
    Shorthand for TensorScatterMin::new().build(tensor, indices, updates, scope).
  • tensor_scatter_sub
    Shorthand for TensorScatterSub::new().build(tensor, indices, updates, scope).
  • tensor_scatter_update
    Shorthand for TensorScatterUpdate::new().build(tensor, indices, updates, scope).
  • tensor_slice_dataset
    Shorthand for TensorSliceDataset::new().build(components, scope).
  • tensor_strided_slice_update
    Shorthand for TensorStridedSliceUpdate::new().build(input, begin, end, strides, value, scope).
  • tensor_summary
    Shorthand for TensorSummary::new().build(tensor, scope).
  • tensor_summary_v2
    Shorthand for TensorSummaryV2::new().build(tag, tensor, serialized_summary_metadata, scope).
  • text_line_dataset
    Shorthand for TextLineDataset::new().build(filenames, compression_type, buffer_size, scope).
  • text_line_reader
    Shorthand for TextLineReader::new().build(scope).
  • text_line_reader_v2
    Shorthand for TextLineReaderV2::new().build(scope).
  • tfrecord_dataset
    Shorthand for TFRecordDataset::new().build(filenames, compression_type, buffer_size, scope).
  • tfrecord_reader
    Shorthand for TFRecordReader::new().build(scope).
  • tfrecord_reader_v2
    Shorthand for TFRecordReaderV2::new().build(scope).
  • thread_pool_dataset
    Shorthand for ThreadPoolDataset::new().build(input_dataset, thread_pool, scope).
  • thread_pool_handle
    Shorthand for ThreadPoolHandle::new().build(scope).
  • thread_unsafe_unigram_candidate_sampler
    Shorthand for ThreadUnsafeUnigramCandidateSampler::new().build(true_classes, scope).
  • tile
    Shorthand for Tile::new().build(input, multiples, scope).
  • tile_grad
    Shorthand for TileGrad::new().build(input, multiples, scope).
  • timestamp
    Shorthand for Timestamp::new().build(scope).
  • to_bool
    Shorthand for ToBool::new().build(input, scope).
  • top_k
    Shorthand for TopK::new().build(input, scope).
  • top_kunique
    Shorthand for TopKUnique::new().build(input, scope).
  • top_kv2
    Shorthand for TopKV2::new().build(input, k, scope).
  • top_kwith_unique
    Shorthand for TopKWithUnique::new().build(input, scope).
  • tpu_handle_to_proto_key
    Shorthand for TpuHandleToProtoKey::new().build(uid, scope).
  • tpucompilation_result
    Shorthand for TPUCompilationResult::new().build(scope).
  • tpucompile
    Shorthand for TPUCompile::new().build(dynamic_shapes, guaranteed_constants, scope).
  • tpucompile_succeeded_assert
    Shorthand for TPUCompileSucceededAssert::new().build(compilation_status, scope).
  • tpuembedding_activations
    Shorthand for TPUEmbeddingActivations::new().build(embedding_variable, sliced_activations, scope).
  • tpuexecute
    Shorthand for TPUExecute::new().build(args, key, scope).
  • tpuexecute_and_update_variables
    Shorthand for TPUExecuteAndUpdateVariables::new().build(args, key, scope).
  • tpuordinal_selector
    Shorthand for TPUOrdinalSelector::new().build(scope).
  • tpupartitioned_call
    Shorthand for TPUPartitionedCall::new().build(args, device_ordinal, scope).
  • tpupartitioned_input
    Shorthand for TPUPartitionedInput::new().build(inputs, scope).
  • tpupartitioned_input_v2
    Shorthand for TPUPartitionedInputV2::new().build(inputs, scope).
  • tpupartitioned_output
    Shorthand for TPUPartitionedOutput::new().build(inputs, scope).
  • tpupartitioned_output_v2
    Shorthand for TPUPartitionedOutputV2::new().build(inputs, scope).
  • tpureplicate_metadata
    Shorthand for TPUReplicateMetadata::new().build(scope).
  • tpureplicated_input
    Shorthand for TPUReplicatedInput::new().build(inputs, scope).
  • tpureplicated_output
    Shorthand for TPUReplicatedOutput::new().build(input, scope).
  • tpureshard_variables
    Shorthand for TPUReshardVariables::new().build(vars, new_format_key, format_state_var, scope).
  • tpuround_robin
    Shorthand for TPURoundRobin::new().build(scope).
  • transpose
    Shorthand for Transpose::new().build(x, perm, scope).
  • tridiagonal_mat_mul
    Shorthand for TridiagonalMatMul::new().build(superdiag, maindiag, subdiag, rhs, scope).
  • tridiagonal_solve
    Shorthand for TridiagonalSolve::new().build(diagonals, rhs, scope).
  • truncate_div
    Shorthand for TruncateDiv::new().build(x, y, scope).
  • truncate_mod
    Shorthand for TruncateMod::new().build(x, y, scope).
  • truncated_normal
    Shorthand for TruncatedNormal::new().build(shape, scope).
  • unbatch
    Shorthand for Unbatch::new().build(batched_tensor, batch_index, id, scope).
  • unbatch_dataset
    Shorthand for UnbatchDataset::new().build(input_dataset, scope).
  • unbatch_grad
    Shorthand for UnbatchGrad::new().build(original_input, batch_index, grad, id, scope).
  • uncompress_element
    Shorthand for UncompressElement::new().build(compressed, scope).
  • unicode_decode
    Shorthand for UnicodeDecode::new().build(input, scope).
  • unicode_decode_with_offsets
    Shorthand for UnicodeDecodeWithOffsets::new().build(input, scope).
  • unicode_encode
    Shorthand for UnicodeEncode::new().build(input_values, input_splits, scope).
  • unicode_script
    Shorthand for UnicodeScript::new().build(input, scope).
  • unicode_transcode
    Shorthand for UnicodeTranscode::new().build(input, scope).
  • uniform_candidate_sampler
    Shorthand for UniformCandidateSampler::new().build(true_classes, scope).
  • uniform_dequantize
    Shorthand for UniformDequantize::new().build(input, scales, zero_points, scope).
  • uniform_quantize
    Shorthand for UniformQuantize::new().build(input, scales, zero_points, scope).
  • uniform_quantized_add
    Shorthand for UniformQuantizedAdd::new().build(lhs, rhs, lhs_scales, lhs_zero_points, rhs_scales, rhs_zero_points, output_scales, output_zero_points, scope).
  • uniform_quantized_clip_by_value
    Shorthand for UniformQuantizedClipByValue::new().build(operand, min, max, scales, zero_points, scope).
  • uniform_quantized_convolution
    Shorthand for UniformQuantizedConvolution::new().build(lhs, rhs, lhs_scales, lhs_zero_points, rhs_scales, rhs_zero_points, output_scales, output_zero_points, scope).
  • uniform_quantized_convolution_hybrid
    Shorthand for UniformQuantizedConvolutionHybrid::new().build(lhs, rhs, rhs_scales, rhs_zero_points, scope).
  • uniform_quantized_dot
    Shorthand for UniformQuantizedDot::new().build(lhs, rhs, lhs_scales, lhs_zero_points, rhs_scales, rhs_zero_points, output_scales, output_zero_points, scope).
  • uniform_quantized_dot_hybrid
    Shorthand for UniformQuantizedDotHybrid::new().build(lhs, rhs, rhs_scales, rhs_zero_points, scope).
  • uniform_requantize
    Shorthand for UniformRequantize::new().build(input, input_scales, input_zero_points, output_scales, output_zero_points, scope).
  • unique
    Shorthand for Unique::new().build(x, scope).
  • unique_dataset
    Shorthand for UniqueDataset::new().build(input_dataset, scope).
  • unique_v2
    Shorthand for UniqueV2::new().build(x, axis, scope).
  • unique_with_counts
    Shorthand for UniqueWithCounts::new().build(x, scope).
  • unique_with_counts_v2
    Shorthand for UniqueWithCountsV2::new().build(x, axis, scope).
  • unpack
    Shorthand for Unpack::new().build(value, scope).
  • unravel_index
    Shorthand for UnravelIndex::new().build(indices, dims, scope).
  • unsorted_segment_join
    Shorthand for UnsortedSegmentJoin::new().build(inputs, segment_ids, num_segments, scope).
  • unsorted_segment_max
    Shorthand for UnsortedSegmentMax::new().build(data, segment_ids, num_segments, scope).
  • unsorted_segment_min
    Shorthand for UnsortedSegmentMin::new().build(data, segment_ids, num_segments, scope).
  • unsorted_segment_prod
    Shorthand for UnsortedSegmentProd::new().build(data, segment_ids, num_segments, scope).
  • unsorted_segment_sum
    Shorthand for UnsortedSegmentSum::new().build(data, segment_ids, num_segments, scope).
  • unstage
    Shorthand for Unstage::new().build(scope).
  • unwrap_dataset_variant
    Shorthand for UnwrapDatasetVariant::new().build(input_handle, scope).
  • upper_bound
    Shorthand for UpperBound::new().build(sorted_inputs, values, scope).
  • var_handle_op
    Shorthand for VarHandleOp::new().build(scope).
  • var_is_initialized_op
    Shorthand for VarIsInitializedOp::new().build(resource, scope).
  • variable
    Shorthand for Variable::new().build(scope).
  • variable_shape
    Shorthand for VariableShape::new().build(input, scope).
  • variable_v2
    Shorthand for VariableV2::new().build(scope).
  • where_
    Shorthand for Where::new().build(input, scope).
  • while_
    Shorthand for While::new().build(input, scope).
  • whole_file_reader
    Shorthand for WholeFileReader::new().build(scope).
  • whole_file_reader_v2
    Shorthand for WholeFileReaderV2::new().build(scope).
  • window_dataset
    Shorthand for WindowDataset::new().build(input_dataset, size, shift, stride, drop_remainder, scope).
  • window_op
    Shorthand for WindowOp::new().build(inputs, scope).
  • worker_heartbeat
    Shorthand for WorkerHeartbeat::new().build(request, scope).
  • wrap_dataset_variant
    Shorthand for WrapDatasetVariant::new().build(input_handle, scope).
  • write_audio_summary
    Shorthand for WriteAudioSummary::new().build(writer, step, tag, tensor, sample_rate, scope).
  • write_file
    Shorthand for WriteFile::new().build(filename, contents, scope).
  • write_graph_summary
    Shorthand for WriteGraphSummary::new().build(writer, step, tensor, scope).
  • write_histogram_summary
    Shorthand for WriteHistogramSummary::new().build(writer, step, tag, values, scope).
  • write_image_summary
    Shorthand for WriteImageSummary::new().build(writer, step, tag, tensor, bad_color, scope).
  • write_raw_proto_summary
    Shorthand for WriteRawProtoSummary::new().build(writer, step, tensor, scope).
  • write_scalar_summary
    Shorthand for WriteScalarSummary::new().build(writer, step, tag, value, scope).
  • write_summary
    Shorthand for WriteSummary::new().build(writer, step, tensor, tag, summary_metadata, scope).
  • xdivy
    Shorthand for Xdivy::new().build(x, y, scope).
  • xla_concat_nd
    Shorthand for XlaConcatND::new().build(inputs, scope).
  • xla_host_compute
    Shorthand for XlaHostCompute::new().build(inputs, scope).
  • xla_recv_from_host
    Shorthand for XlaRecvFromHost::new().build(scope).
  • xla_recv_tpuembedding_activations
    Shorthand for XlaRecvTPUEmbeddingActivations::new().build(deduplication_data, scope).
  • xla_recv_tpuembedding_deduplication_data
    Shorthand for XlaRecvTPUEmbeddingDeduplicationData::new().build(scope).
  • xla_send_to_host
    Shorthand for XlaSendToHost::new().build(input, scope).
  • xla_send_tpuembedding_gradients
    Shorthand for XlaSendTPUEmbeddingGradients::new().build(gradients, learning_rates, deduplication_data, scope).
  • xla_split_nd
    Shorthand for XlaSplitND::new().build(input, scope).
  • xlog1py
    Shorthand for Xlog1py::new().build(x, y, scope).
  • xlogy
    Shorthand for Xlogy::new().build(x, y, scope).
  • zeros_like
    Shorthand for ZerosLike::new().build(x, scope).
  • zeta
    Shorthand for Zeta::new().build(x, q, scope).
  • zip_dataset
    Shorthand for ZipDataset::new().build(input_datasets, scope).