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<!DOCTYPE html>
<html>
<head>
<title>Protocol Documentation</title>
<meta charset="UTF-8">
<link rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css?family=Ubuntu:400,700,400italic"/>
<style>
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width: 60em;
margin: 1em auto;
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</style>
<link rel="stylesheet" type="text/css" href="stylesheet.css"/>
</head>
<body>
<h1 id="title">Protocol Documentation</h1>
<h2>Table of Contents</h2>
<div id="toc-container">
<ul id="toc">
<li>
<a href="#easy_rec%2fpython%2fprotos%2fautoint.proto">easy_rec/python/protos/autoint.proto</a>
<ul>
<li>
<a href="#protos.AutoInt"><span class="badge">M</span>AutoInt</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fcmbf.proto">easy_rec/python/protos/cmbf.proto</a>
<ul>
<li>
<a href="#protos.CMBF"><span class="badge">M</span>CMBF</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fcollaborative_metric_learning.proto">easy_rec/python/protos/collaborative_metric_learning.proto</a>
<ul>
<li>
<a href="#protos.CoMetricLearningI2I"><span class="badge">M</span>CoMetricLearningI2I</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fdataset.proto">easy_rec/python/protos/dataset.proto</a>
<ul>
<li>
<a href="#protos.DatasetConfig"><span class="badge">M</span>DatasetConfig</a>
</li>
<li>
<a href="#protos.DatasetConfig.Field"><span class="badge">M</span>DatasetConfig.Field</a>
</li>
<li>
<a href="#protos.HardNegativeSampler"><span class="badge">M</span>HardNegativeSampler</a>
</li>
<li>
<a href="#protos.HardNegativeSamplerV2"><span class="badge">M</span>HardNegativeSamplerV2</a>
</li>
<li>
<a href="#protos.NegativeSampler"><span class="badge">M</span>NegativeSampler</a>
</li>
<li>
<a href="#protos.NegativeSamplerInMemory"><span class="badge">M</span>NegativeSamplerInMemory</a>
</li>
<li>
<a href="#protos.NegativeSamplerV2"><span class="badge">M</span>NegativeSamplerV2</a>
</li>
<li>
<a href="#protos.DatasetConfig.FieldType"><span class="badge">E</span>DatasetConfig.FieldType</a>
</li>
<li>
<a href="#protos.DatasetConfig.InputType"><span class="badge">E</span>DatasetConfig.InputType</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fdata_source.proto">easy_rec/python/protos/data_source.proto</a>
<ul>
<li>
<a href="#protos.BinaryDataInput"><span class="badge">M</span>BinaryDataInput</a>
</li>
<li>
<a href="#protos.DatahubServer"><span class="badge">M</span>DatahubServer</a>
</li>
<li>
<a href="#protos.KafkaServer"><span class="badge">M</span>KafkaServer</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fdbmtl.proto">easy_rec/python/protos/dbmtl.proto</a>
<ul>
<li>
<a href="#protos.DBMTL"><span class="badge">M</span>DBMTL</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fdcn.proto">easy_rec/python/protos/dcn.proto</a>
<ul>
<li>
<a href="#protos.CrossTower"><span class="badge">M</span>CrossTower</a>
</li>
<li>
<a href="#protos.DCN"><span class="badge">M</span>DCN</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fdeepfm.proto">easy_rec/python/protos/deepfm.proto</a>
<ul>
<li>
<a href="#protos.DeepFM"><span class="badge">M</span>DeepFM</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fdlrm.proto">easy_rec/python/protos/dlrm.proto</a>
<ul>
<li>
<a href="#protos.DLRM"><span class="badge">M</span>DLRM</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fdnn.proto">easy_rec/python/protos/dnn.proto</a>
<ul>
<li>
<a href="#protos.DNN"><span class="badge">M</span>DNN</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fdropoutnet.proto">easy_rec/python/protos/dropoutnet.proto</a>
<ul>
<li>
<a href="#protos.DropoutNet"><span class="badge">M</span>DropoutNet</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fdssm.proto">easy_rec/python/protos/dssm.proto</a>
<ul>
<li>
<a href="#protos.DSSM"><span class="badge">M</span>DSSM</a>
</li>
<li>
<a href="#protos.DSSMTower"><span class="badge">M</span>DSSMTower</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2feasy_rec_model.proto">easy_rec/python/protos/easy_rec_model.proto</a>
<ul>
<li>
<a href="#protos.DummyModel"><span class="badge">M</span>DummyModel</a>
</li>
<li>
<a href="#protos.EasyRecModel"><span class="badge">M</span>EasyRecModel</a>
</li>
<li>
<a href="#protos.KD"><span class="badge">M</span>KD</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fesmm.proto">easy_rec/python/protos/esmm.proto</a>
<ul>
<li>
<a href="#protos.ESMM"><span class="badge">M</span>ESMM</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2feval.proto">easy_rec/python/protos/eval.proto</a>
<ul>
<li>
<a href="#protos.AUC"><span class="badge">M</span>AUC</a>
</li>
<li>
<a href="#protos.Accuracy"><span class="badge">M</span>Accuracy</a>
</li>
<li>
<a href="#protos.AvgPrecisionAtTopK"><span class="badge">M</span>AvgPrecisionAtTopK</a>
</li>
<li>
<a href="#protos.EvalConfig"><span class="badge">M</span>EvalConfig</a>
</li>
<li>
<a href="#protos.EvalMetrics"><span class="badge">M</span>EvalMetrics</a>
</li>
<li>
<a href="#protos.GAUC"><span class="badge">M</span>GAUC</a>
</li>
<li>
<a href="#protos.Max_F1"><span class="badge">M</span>Max_F1</a>
</li>
<li>
<a href="#protos.MeanAbsoluteError"><span class="badge">M</span>MeanAbsoluteError</a>
</li>
<li>
<a href="#protos.MeanSquaredError"><span class="badge">M</span>MeanSquaredError</a>
</li>
<li>
<a href="#protos.Precision"><span class="badge">M</span>Precision</a>
</li>
<li>
<a href="#protos.Recall"><span class="badge">M</span>Recall</a>
</li>
<li>
<a href="#protos.RecallAtTopK"><span class="badge">M</span>RecallAtTopK</a>
</li>
<li>
<a href="#protos.RootMeanSquaredError"><span class="badge">M</span>RootMeanSquaredError</a>
</li>
<li>
<a href="#protos.SessionAUC"><span class="badge">M</span>SessionAUC</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fexport.proto">easy_rec/python/protos/export.proto</a>
<ul>
<li>
<a href="#protos.ExportConfig"><span class="badge">M</span>ExportConfig</a>
</li>
<li>
<a href="#protos.MultiValueFields"><span class="badge">M</span>MultiValueFields</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2ffeature_config.proto">easy_rec/python/protos/feature_config.proto</a>
<ul>
<li>
<a href="#protos.AttentionCombiner"><span class="badge">M</span>AttentionCombiner</a>
</li>
<li>
<a href="#protos.EVParams"><span class="badge">M</span>EVParams</a>
</li>
<li>
<a href="#protos.FeatureConfig"><span class="badge">M</span>FeatureConfig</a>
</li>
<li>
<a href="#protos.FeatureConfigV2"><span class="badge">M</span>FeatureConfigV2</a>
</li>
<li>
<a href="#protos.FeatureGroupConfig"><span class="badge">M</span>FeatureGroupConfig</a>
</li>
<li>
<a href="#protos.MultiHeadAttentionCombiner"><span class="badge">M</span>MultiHeadAttentionCombiner</a>
</li>
<li>
<a href="#protos.SeqAttGroupConfig"><span class="badge">M</span>SeqAttGroupConfig</a>
</li>
<li>
<a href="#protos.SeqAttMap"><span class="badge">M</span>SeqAttMap</a>
</li>
<li>
<a href="#protos.SequenceCombiner"><span class="badge">M</span>SequenceCombiner</a>
</li>
<li>
<a href="#protos.TextCnnCombiner"><span class="badge">M</span>TextCnnCombiner</a>
</li>
<li>
<a href="#protos.FeatureConfig.FeatureType"><span class="badge">E</span>FeatureConfig.FeatureType</a>
</li>
<li>
<a href="#protos.FeatureConfig.FieldType"><span class="badge">E</span>FeatureConfig.FieldType</a>
</li>
<li>
<a href="#protos.WideOrDeep"><span class="badge">E</span>WideOrDeep</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2ffm.proto">easy_rec/python/protos/fm.proto</a>
<ul>
<li>
<a href="#protos.FM"><span class="badge">M</span>FM</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fhive_config.proto">easy_rec/python/protos/hive_config.proto</a>
<ul>
<li>
<a href="#protos.HiveConfig"><span class="badge">M</span>HiveConfig</a>
</li>
</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fhyperparams.proto">easy_rec/python/protos/hyperparams.proto</a>
<ul>
<li>
<a href="#protos.ConstantInitializer"><span class="badge">M</span>ConstantInitializer</a>
</li>
<li>
<a href="#protos.GlorotNormalInitializer"><span class="badge">M</span>GlorotNormalInitializer</a>
</li>
<li>
<a href="#protos.Initializer"><span class="badge">M</span>Initializer</a>
</li>
<li>
<a href="#protos.L1L2Regularizer"><span class="badge">M</span>L1L2Regularizer</a>
</li>
<li>
<a href="#protos.L1Regularizer"><span class="badge">M</span>L1Regularizer</a>
</li>
<li>
<a href="#protos.L2Regularizer"><span class="badge">M</span>L2Regularizer</a>
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<a href="#protos.RandomNormalInitializer"><span class="badge">M</span>RandomNormalInitializer</a>
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<a href="#protos.Regularizer"><span class="badge">M</span>Regularizer</a>
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<a href="#protos.TruncatedNormalInitializer"><span class="badge">M</span>TruncatedNormalInitializer</a>
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</ul>
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<a href="#easy_rec%2fpython%2fprotos%2flayer.proto">easy_rec/python/protos/layer.proto</a>
<ul>
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<a href="#protos.CMBFTower"><span class="badge">M</span>CMBFTower</a>
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<a href="#protos.HighWayTower"><span class="badge">M</span>HighWayTower</a>
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<a href="#protos.UniterTower"><span class="badge">M</span>UniterTower</a>
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</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2floss.proto">easy_rec/python/protos/loss.proto</a>
<ul>
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<a href="#protos.CircleLoss"><span class="badge">M</span>CircleLoss</a>
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<a href="#protos.F1ReweighedLoss"><span class="badge">M</span>F1ReweighedLoss</a>
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<a href="#protos.Loss"><span class="badge">M</span>Loss</a>
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<a href="#protos.MultiSimilarityLoss"><span class="badge">M</span>MultiSimilarityLoss</a>
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<a href="#protos.SoftmaxCrossEntropyWithNegativeMining"><span class="badge">M</span>SoftmaxCrossEntropyWithNegativeMining</a>
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<a href="#protos.LossType"><span class="badge">E</span>LossType</a>
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</ul>
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<li>
<a href="#easy_rec%2fpython%2fprotos%2fmind.proto">easy_rec/python/protos/mind.proto</a>
<ul>
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<a href="#protos.Capsule"><span class="badge">M</span>Capsule</a>
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<a href="#protos.MIND"><span class="badge">M</span>MIND</a>
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<a href="#protos.MIND.UserSeqCombineMethod"><span class="badge">E</span>MIND.UserSeqCombineMethod</a>
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</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fmmoe.proto">easy_rec/python/protos/mmoe.proto</a>
<ul>
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<a href="#protos.ExpertTower"><span class="badge">M</span>ExpertTower</a>
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<a href="#protos.MMoE"><span class="badge">M</span>MMoE</a>
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</ul>
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<li>
<a href="#easy_rec%2fpython%2fprotos%2fmulti_tower.proto">easy_rec/python/protos/multi_tower.proto</a>
<ul>
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<a href="#protos.BSTTower"><span class="badge">M</span>BSTTower</a>
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<a href="#protos.DINTower"><span class="badge">M</span>DINTower</a>
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<a href="#protos.MultiTower"><span class="badge">M</span>MultiTower</a>
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</ul>
</li>
<li>
<a href="#easy_rec%2fpython%2fprotos%2fmulti_tower_recall.proto">easy_rec/python/protos/multi_tower_recall.proto</a>
<ul>
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<a href="#protos.MultiTowerRecall"><span class="badge">M</span>MultiTowerRecall</a>
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<a href="#protos.RecallTower"><span class="badge">M</span>RecallTower</a>
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</ul>
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<li>
<a href="#easy_rec%2fpython%2fprotos%2foptimizer.proto">easy_rec/python/protos/optimizer.proto</a>
<ul>
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<a href="#protos.AdagradOptimizer"><span class="badge">M</span>AdagradOptimizer</a>
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<a href="#protos.AdamAsyncOptimizer"><span class="badge">M</span>AdamAsyncOptimizer</a>
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<a href="#protos.AdamAsyncWOptimizer"><span class="badge">M</span>AdamAsyncWOptimizer</a>
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<a href="#protos.AdamOptimizer"><span class="badge">M</span>AdamOptimizer</a>
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<a href="#protos.AdamWOptimizer"><span class="badge">M</span>AdamWOptimizer</a>
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<a href="#protos.ConstantLearningRate"><span class="badge">M</span>ConstantLearningRate</a>
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<a href="#protos.CosineDecayLearningRate"><span class="badge">M</span>CosineDecayLearningRate</a>
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<a href="#protos.ExponentialDecayLearningRate"><span class="badge">M</span>ExponentialDecayLearningRate</a>
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<a href="#protos.FtrlOptimizer"><span class="badge">M</span>FtrlOptimizer</a>
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<a href="#protos.LearningRate"><span class="badge">M</span>LearningRate</a>
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<a href="#protos.ManualStepLearningRate"><span class="badge">M</span>ManualStepLearningRate</a>
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<a href="#protos.ManualStepLearningRate.LearningRateSchedule"><span class="badge">M</span>ManualStepLearningRate.LearningRateSchedule</a>
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<a href="#protos.MomentumOptimizer"><span class="badge">M</span>MomentumOptimizer</a>
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<a href="#protos.MomentumWOptimizer"><span class="badge">M</span>MomentumWOptimizer</a>
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<a href="#protos.Optimizer"><span class="badge">M</span>Optimizer</a>
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<a href="#protos.PolyDecayLearningRate"><span class="badge">M</span>PolyDecayLearningRate</a>
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<a href="#protos.RMSPropOptimizer"><span class="badge">M</span>RMSPropOptimizer</a>
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<a href="#protos.TransformerLearningRate"><span class="badge">M</span>TransformerLearningRate</a>
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</ul>
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<li>
<a href="#easy_rec%2fpython%2fprotos%2fpipeline.proto">easy_rec/python/protos/pipeline.proto</a>
<ul>
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<a href="#protos.EasyRecConfig"><span class="badge">M</span>EasyRecConfig</a>
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</ul>
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<a href="#easy_rec%2fpython%2fprotos%2fple.proto">easy_rec/python/protos/ple.proto</a>
<ul>
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<a href="#protos.ExtractionNetwork"><span class="badge">M</span>ExtractionNetwork</a>
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<a href="#protos.PLE"><span class="badge">M</span>PLE</a>
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</ul>
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<a href="#easy_rec%2fpython%2fprotos%2frocket_launching.proto">easy_rec/python/protos/rocket_launching.proto</a>
<ul>
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<a href="#protos.RocketLaunching"><span class="badge">M</span>RocketLaunching</a>
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</ul>
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<a href="#easy_rec%2fpython%2fprotos%2fsimi.proto">easy_rec/python/protos/simi.proto</a>
<ul>
<li>
<a href="#protos.Similarity"><span class="badge">E</span>Similarity</a>
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</ul>
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<li>
<a href="#easy_rec%2fpython%2fprotos%2fsimple_multi_task.proto">easy_rec/python/protos/simple_multi_task.proto</a>
<ul>
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<a href="#protos.SimpleMultiTask"><span class="badge">M</span>SimpleMultiTask</a>
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</ul>
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<li>
<a href="#easy_rec%2fpython%2fprotos%2ftf_predict.proto">easy_rec/python/protos/tf_predict.proto</a>
<ul>
<li>
<a href="#tensorflow.eas.ArrayProto"><span class="badge">M</span>ArrayProto</a>
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<a href="#tensorflow.eas.ArrayShape"><span class="badge">M</span>ArrayShape</a>
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<a href="#tensorflow.eas.PredictRequest"><span class="badge">M</span>PredictRequest</a>
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<a href="#tensorflow.eas.PredictRequest.InputsEntry"><span class="badge">M</span>PredictRequest.InputsEntry</a>
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<a href="#tensorflow.eas.PredictResponse"><span class="badge">M</span>PredictResponse</a>
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<a href="#tensorflow.eas.PredictResponse.OutputsEntry"><span class="badge">M</span>PredictResponse.OutputsEntry</a>
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