Index

_

_replace() (EstimatorSpec method)

A

AdagradOptimizer (class in monolith.native_training.entry) AdamOptimizer (class in monolith.native_training.entry) add_action() (in module monolith.native_training.data.feature_utils) add_extra_output() (MonolithBaseModel method) add_label() (in module monolith.native_training.data.feature_utils)

add_loss() (MonolithBaseModel method) AddBias (class in monolith.native_training.layers.add_bias) AGRUCell (class in monolith.native_training.layers.agru) AllInt (class in monolith.native_training.layers.feature_cross) AutoInt (class in monolith.native_training.layers.feature_trans) AvgPooling (class in monolith.native_training.layers.pooling)

B

BatchSoftmaxOptimizer (class in monolith.native_training.entry)

beta (SNR attribute)

C

CAN (class in monolith.native_training.layers.feature_cross) CDot (class in monolith.native_training.layers.feature_cross) CIN (class in monolith.native_training.layers.feature_cross) ConstantsInitializer (class in monolith.native_training.entry)

create_input_fn() (MonolithBaseModel method) create_model_fn() (MonolithBaseModel method) create_serving_input_receiver_fn() (MonolithBaseModel method) create_ta() (in module monolith.native_training.layers.agru)

D

DCN (class in monolith.native_training.layers.feature_cross) Dense (class in monolith.native_training.layers.dense) deserialize() (in module monolith.native_training.layers.advanced_activations) DIEN (class in monolith.native_training.layers.feature_seq)

DIN (class in monolith.native_training.layers.feature_seq) DistributedExporter (class in monolith.native_training.model_export.saved_model_exporters) DMR_U2I (class in monolith.native_training.layers.feature_seq) dynamic_rnn_with_attention() (in module monolith.native_training.layers.agru)

E

embedding_share_mode (MixedNASLayer attribute) (NASSelectionLayer attribute), [1] enter_export_mode() (in module monolith.native_training.model_export.export_context) Estimator (class in monolith.native_training.estimator) EstimatorSpec (class in monolith.native_training.estimator)

EXAMPLE (PbType attribute) EXAMPLEBATCH (PbType attribute) export_saved_model() (DistributedExporter method) (StandaloneExporter method) ExportContext (class in monolith.native_training.model_export.export_context)

F

feature_combine() (in module monolith.native_training.data.feature_utils) FFM (in module monolith.native_training.layers.feature_cross) FilePBDataset (class in monolith.native_training.data.datasets) filter_by_fids() (in module monolith.native_training.data.feature_utils)

filter_by_label() (in module monolith.native_training.data.feature_utils) filter_by_value() (in module monolith.native_training.data.feature_utils) Fp16Compressor (class in monolith.native_training.entry) Fp32Compressor (class in monolith.native_training.entry) FtrlOptimizer (class in monolith.native_training.entry)

G

gamma (SNR attribute) get() (in module monolith.native_training.layers.advanced_activations) get_current_export_ctx() (in module monolith.native_training.model_export.export_context)

get_sigmoid_loss_and_pred() (in module monolith.native_training.native_model) get_softmax_loss_and_pred() (in module monolith.native_training.native_model) GradNorm (class in monolith.native_training.layers.norms) GroupInt (class in monolith.native_training.layers.feature_cross)

I

import_saved_model() (in module monolith.native_training.estimator) initializer (SNR attribute) input_fn() (MonolithBaseModel method) INSTANCE (PbType attribute)

InstanceReweightDataset (class in monolith.native_training.data.datasets) instantiate() (MonolithBaseModel method) is_exporting() (in module monolith.native_training.model_export.export_context) is_exporting_distributed() (in module monolith.native_training.model_export.export_context) is_exporting_standalone() (in module monolith.native_training.model_export.export_context)

L

label_normalization() (in module monolith.native_training.data.feature_utils) label_upper_bound() (in module monolith.native_training.data.feature_utils)

LayerNorm (class in monolith.native_training.layers.norms) LogitCorrection (class in monolith.native_training.layers.logit_correction)

M

MaxPooling (class in monolith.native_training.layers.pooling) merge_tensor_list() (in module monolith.native_training.layers.utils) MixedNASLayer (class in monolith.native_training.layers.sparse_nas) MLP (class in monolith.native_training.layers.mlp) MMoE (class in monolith.native_training.layers.multi_task) mode (SNR attribute) model_fn() (MonolithBaseModel method) module monolith.native_training.data.datasets monolith.native_training.data.feature_utils monolith.native_training.data.parsers monolith.native_training.entry monolith.native_training.estimator monolith.native_training.layers.add_bias monolith.native_training.layers.advanced_activations monolith.native_training.layers.agru monolith.native_training.layers.dense monolith.native_training.layers.feature_cross monolith.native_training.layers.feature_seq monolith.native_training.layers.feature_trans monolith.native_training.layers.logit_correction monolith.native_training.layers.mlp monolith.native_training.layers.multi_task monolith.native_training.layers.norms monolith.native_training.layers.pooling monolith.native_training.layers.sparse_nas monolith.native_training.layers.utils monolith.native_training.model_export.export_context monolith.native_training.model_export.saved_model_exporters monolith.native_training.native_model monolith.native_training.data.datasets module monolith.native_training.data.feature_utils module monolith.native_training.data.parsers module monolith.native_training.entry module

monolith.native_training.estimator module monolith.native_training.layers.add_bias module monolith.native_training.layers.advanced_activations module monolith.native_training.layers.agru module monolith.native_training.layers.dense module monolith.native_training.layers.feature_cross module monolith.native_training.layers.feature_seq module monolith.native_training.layers.feature_trans module monolith.native_training.layers.logit_correction module monolith.native_training.layers.mlp module monolith.native_training.layers.multi_task module monolith.native_training.layers.norms module monolith.native_training.layers.pooling module monolith.native_training.layers.sparse_nas module monolith.native_training.layers.utils module monolith.native_training.model_export.export_context module monolith.native_training.model_export.saved_model_exporters module monolith.native_training.native_model module MonolithBaseModel (class in monolith.native_training.native_model) MonolithModel (class in monolith.native_training.native_model)

N

NASGatingLayer (class in monolith.native_training.layers.sparse_nas) NASSelectionLayer (class in monolith.native_training.layers.sparse_nas), [1]

negative_sample() (in module monolith.native_training.data.feature_utils) NegativeGenDataset (class in monolith.native_training.data.datasets) num_out_subnet (SNR attribute)

O

out_subnet_dim (SNR attribute)

P

parse_example_batch() (in module monolith.native_training.data.parsers) parse_examples() (in module monolith.native_training.data.parsers)

PbType (class in monolith.native_training.data.datasets) PLAINTEXT (PbType attribute) Pooling (class in monolith.native_training.layers.pooling)

R

regularizer (SNR attribute)

RunConfig (class in monolith.native_training.estimator)

S

scatter_label() (in module monolith.native_training.data.feature_utils) segment_names (MixedNASLayer attribute) (NASGatingLayer attribute) (NASSelectionLayer attribute), [1] (SimpleNasLayer attribute) segment_sizes (MixedNASLayer attribute) (NASGatingLayer attribute) (NASSelectionLayer attribute), [1] (SimpleNasLayer attribute) SeNet (class in monolith.native_training.layers.feature_trans) serialize() (in module monolith.native_training.layers.advanced_activations)

serving_input_receiver_fn() (MonolithBaseModel method) SgdOptimizer (class in monolith.native_training.entry) SimpleNasLayer (class in monolith.native_training.layers.sparse_nas) SNR (class in monolith.native_training.layers.multi_task) snr_type (SNR attribute) special_strategy() (in module monolith.native_training.data.feature_utils) StandaloneExporter (class in monolith.native_training.model_export.saved_model_exporters) static_rnn_with_attention() (in module monolith.native_training.layers.agru) ste_type (NASGatingLayer attribute) SumPooling (class in monolith.native_training.layers.pooling) switch_slot() (in module monolith.native_training.data.feature_utils)

T

temperature (MixedNASLayer attribute) (NASSelectionLayer attribute), [1] (SimpleNasLayer attribute)

threshold (SimpleNasLayer attribute)

U

use_field_as_label() (in module monolith.native_training.data.feature_utils)

use_gumbel (SimpleNasLayer attribute) use_ste (SNR attribute)

W

weight_grad_mode (MixedNASLayer attribute) (NASSelectionLayer attribute), [1]

Z

ZerosInitializer (class in monolith.native_training.entry)

zeta (SNR attribute)