tfma.is_batched_input | TFX

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href="/tfx/model_analysis/api_docs/python/tfma/metrics/AUC" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/AUC" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/AUC" ><span class="devsite-nav-text" tooltip>AUC</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/AUCCurve" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/AUCCurve" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/AUCCurve" ><span class="devsite-nav-text" tooltip>AUCCurve</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/AUCPrecisionRecall" 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class="devsite-nav-text" tooltip>COCOAveragePrecision</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/COCOAverageRecall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/COCOAverageRecall" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/COCOAverageRecall" ><span class="devsite-nav-text" tooltip>COCOAverageRecall</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/COCOMeanAveragePrecision" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/COCOMeanAveragePrecision" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/COCOMeanAveragePrecision" ><span class="devsite-nav-text" tooltip>COCOMeanAveragePrecision</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/COCOMeanAverageRecall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/COCOMeanAverageRecall" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/COCOMeanAverageRecall" ><span class="devsite-nav-text" tooltip>COCOMeanAverageRecall</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Calibration" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Calibration" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Calibration" ><span class="devsite-nav-text" tooltip>Calibration</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/CalibrationPlot" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/CalibrationPlot" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/CalibrationPlot" ><span class="devsite-nav-text" tooltip>CalibrationPlot</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/CategoricalCrossEntropy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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tooltip>DerivedMetricComputation</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/DiagnosticOddsRatio" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/DiagnosticOddsRatio" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/DiagnosticOddsRatio" ><span class="devsite-nav-text" tooltip>DiagnosticOddsRatio</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/ExactMatch" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/ExactMatch" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/ExactMatch" ><span class="devsite-nav-text" tooltip>ExactMatch</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/ExampleCount" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/ExampleCount" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/ExampleCount" ><span class="devsite-nav-text" tooltip>ExampleCount</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/F1Score" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/F1Score" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/F1Score" ><span class="devsite-nav-text" 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href="/tfx/model_analysis/api_docs/python/tfma/metrics/FP" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/FP" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/FP" ><span class="devsite-nav-text" tooltip>FP</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/FPR" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/FPR" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/FPR" ><span class="devsite-nav-text" tooltip>FPR</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/FallOut" class="devsite-nav-title 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class="devsite-nav-text" tooltip>ObjectDetectionRecall</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionThresholdAtRecall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionThresholdAtRecall" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionThresholdAtRecall" ><span class="devsite-nav-text" tooltip>ObjectDetectionThresholdAtRecall</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/PPV" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/PPV" track-type="bookNav" track-name="click" 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track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/PositiveLikelihoodRatio" ><span class="devsite-nav-text" tooltip>PositiveLikelihoodRatio</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Precision" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Precision" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Precision" ><span class="devsite-nav-text" tooltip>Precision</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/PrecisionAtRecall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/PrecisionAtRecall" track-type="bookNav" track-name="click" 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track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/RecallAtPrecision" ><span class="devsite-nav-text" tooltip>RecallAtPrecision</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/RelativeCoefficientOfDiscrimination" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/RelativeCoefficientOfDiscrimination" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/RelativeCoefficientOfDiscrimination" ><span class="devsite-nav-text" tooltip>RelativeCoefficientOfDiscrimination</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/ScoreDistributionPlot" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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tooltip>SemanticSegmentationTruePositive</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/SensitivityAtSpecificity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/SensitivityAtSpecificity" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/SensitivityAtSpecificity" ><span class="devsite-nav-text" tooltip>SensitivityAtSpecificity</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/SetMatchPrecision" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/SetMatchPrecision" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/SetMatchPrecision" ><span class="devsite-nav-text" tooltip>SetMatchPrecision</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/SetMatchRecall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/SetMatchRecall" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/SetMatchRecall" ><span class="devsite-nav-text" tooltip>SetMatchRecall</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Specificity" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Specificity" track-type="bookNav" track-name="click" 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track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/TP" ><span class="devsite-nav-text" tooltip>TP</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/TPR" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/TPR" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/TPR" ><span class="devsite-nav-text" tooltip>TPR</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/ThreatScore" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/ThreatScore" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/ThreatScore" ><span class="devsite-nav-text" tooltip>ThreatScore</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/TotalAbsoluteAttributions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/TotalAbsoluteAttributions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/TotalAbsoluteAttributions" ><span class="devsite-nav-text" tooltip>TotalAbsoluteAttributions</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/TotalAttributions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/TotalAttributions" 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track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/TruePositives" ><span class="devsite-nav-text" tooltip>TruePositives</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/WeightedExampleCount" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/WeightedExampleCount" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/WeightedExampleCount" ><span class="devsite-nav-text" tooltip>WeightedExampleCount</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/default_binary_classification_specs" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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tooltip>tfma.post_export_metrics</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/post_export_metrics" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/post_export_metrics" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/post_export_metrics" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/post_export_metrics/auc" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/post_export_metrics/auc" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/post_export_metrics/auc" ><span 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Events" data-label="Book nav link, pathname: /tfx/serving/api_docs/cc/struct/tensorflow/serving/basic-manager/options" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/serving/api_docs/cc/struct/tensorflow/serving/basic-manager/options" ><span class="devsite-nav-text" tooltip>BasicManager::Options</span></a></li><li class="devsite-nav-item"><a href="/tfx/serving/api_docs/cc/class/tensorflow/serving/caching-manager" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/serving/api_docs/cc/class/tensorflow/serving/caching-manager" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/serving/api_docs/cc/class/tensorflow/serving/caching-manager" ><span class="devsite-nav-text" tooltip>CachingManager</span></a></li><li class="devsite-nav-item"><a href="/tfx/serving/api_docs/cc/class/tensorflow/serving/caching-manager/loader-factory" class="devsite-nav-title 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class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/Artifact" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/Artifact" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/Artifact" ><span class="devsite-nav-text" tooltip>Artifact</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/Artifact/CustomPropertiesEntry" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/Artifact/CustomPropertiesEntry" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/Artifact/CustomPropertiesEntry" ><span class="devsite-nav-text" 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class="devsite-nav-text" tooltip>ArtifactType</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/ArtifactType/PropertiesEntry" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/ArtifactType/PropertiesEntry" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/ArtifactType/PropertiesEntry" ><span class="devsite-nav-text" tooltip>ArtifactType.PropertiesEntry</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/Association" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/Association" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/Association" ><span class="devsite-nav-text" tooltip>Association</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/Attribution" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/Attribution" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/Attribution" ><span class="devsite-nav-text" tooltip>Attribution</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/ConnectionConfig" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/ConnectionConfig" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/ConnectionConfig" ><span class="devsite-nav-text" tooltip>ConnectionConfig</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/Context" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/Context" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/Context" ><span class="devsite-nav-text" tooltip>Context</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/Context/CustomPropertiesEntry" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/Context/CustomPropertiesEntry" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/Context/CustomPropertiesEntry" ><span class="devsite-nav-text" tooltip>Context.CustomPropertiesEntry</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/Context/PropertiesEntry" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/Context/PropertiesEntry" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/Context/PropertiesEntry" ><span class="devsite-nav-text" tooltip>Context.PropertiesEntry</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/ContextType" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/ContextType" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/ContextType" ><span class="devsite-nav-text" tooltip>ContextType</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/ContextType/PropertiesEntry" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/ContextType/PropertiesEntry" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/ContextType/PropertiesEntry" ><span class="devsite-nav-text" tooltip>ContextType.PropertiesEntry</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/Event" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/Event" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/Event" ><span class="devsite-nav-text" tooltip>Event</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/Event/Path" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/Event/Path" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/Event/Path" ><span class="devsite-nav-text" tooltip>Event.Path</span></a></li><li class="devsite-nav-item"><a href="/tfx/ml_metadata/api_docs/python/mlmd/proto/Event/Path/Step" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/ml_metadata/api_docs/python/mlmd/proto/Event/Path/Step" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/ml_metadata/api_docs/python/mlmd/proto/Event/Path/Step" ><span class="devsite-nav-text" tooltip>Event.Path.Step</span></a></li><li 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track-metadata-eventdetail="/tfx/tf_metadata/api_docs/python/tfmd/proto/metric_pb2/AUC" ><span class="devsite-nav-text" tooltip>AUC</span></a></li><li class="devsite-nav-item"><a href="/tfx/tf_metadata/api_docs/python/tfmd/proto/metric_pb2/AUCPrecisionRecall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/tf_metadata/api_docs/python/tfmd/proto/metric_pb2/AUCPrecisionRecall" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/tf_metadata/api_docs/python/tfmd/proto/metric_pb2/AUCPrecisionRecall" ><span class="devsite-nav-text" tooltip>AUCPrecisionRecall</span></a></li><li class="devsite-nav-item"><a href="/tfx/tf_metadata/api_docs/python/tfmd/proto/metric_pb2/BinaryAccuracy" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/tf_metadata/api_docs/python/tfmd/proto/metric_pb2/BinaryAccuracy" track-type="bookNav" 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analytics-category="Site-Wide Custom Events" analytics-action-show="Callout Profile displayed" analytics-action-close="Callout Profile dismissed" analytics-label="Create Collection Callout" class="devsite-page-bookmark-tooltip nocontent" dismiss-button="true" id="devsite-collections-dropdown" dismiss-button-text="Dismiss" close-button-text="Got it"> <devsite-bookmark></devsite-bookmark> <span slot="popout-heading"> Stay organized with collections </span> <span slot="popout-contents"> Save and categorize content based on your preferences. </span> </devsite-feature-tooltip> <div class="devsite-page-title-meta"><devsite-view-release-notes></devsite-view-release-notes></div> <devsite-toc class="devsite-nav" depth="2" devsite-toc-embedded > </devsite-toc> <div class="devsite-article-body clearfix "> <p></p>  <div itemscope itemtype="http://developers.google.com/ReferenceObject"> <meta itemprop="name" content="tfma.is_batched_input" /> <meta itemprop="path" content="Stable" /> </div>  <table class="tfo-notebook-buttons tfo-api nocontent" align="left"> <td> <a target="_blank" href="https://github.com/tensorflow/model-analysis/blob/v0.46.0/tensorflow_model_analysis/api/model_eval_lib.py#L1035-L1062"> <img src="https://www.tensorflow.org/images/GitHub-Mark-32px.png"> View source on GitHub </a> </td> </table> <p>Returns true if batched input should be used.</p> <pre class="devsite-click-to-copy prettyprint lang-py tfo-signature-link" translate="no" dir="ltr"> <code translate="no" dir="ltr">tfma.is_batched_input( eval_shared_model: Optional[<a href="https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/types/EvalSharedModel"><code translate="no" dir="ltr">tfma.types.EvalSharedModel</code></a>] = None, eval_config: Optional[<a href="https://www.tensorflow.org/tfx/model_analysis/api_docs/python/tfma/EvalConfig"><code translate="no" dir="ltr">tfma.EvalConfig</code></a>] = None, config_version: Optional[int] = None ) -> bool </code></pre>  <p>We will keep supporting the legacy unbatched V1 PredictExtractor as it parses the features and labels, and is the only solution currently that allows for slicing on transformed features. Eventually we should have support for transformed features via keras preprocessing layers.</p>  <p><table class="responsive fixed orange"> <colgroup><col width="214px"><col></colgroup> <tr><th colspan="2"><h2 class="add-link" id="args" data-text="Args" tabindex="-1">Args</h2></th></tr></p> <p><tr> <td> <code translate="no" dir="ltr">eval_shared_model</code><a id="eval_shared_model"></a> </td> <td> Shared model (single-model evaluation) or list of shared models (multi-model evaluation). Required unless the predictions are provided alongside of the features (i.e. model-agnostic evaluations). </td> </tr><tr> <td> <code translate="no" dir="ltr">eval_config</code><a id="eval_config"></a> </td> <td> Eval config. </td> </tr><tr> <td> <code translate="no" dir="ltr">config_version</code><a id="config_version"></a> </td> <td> Optional config version for this evaluation. This should not be explicitly set by users. It is only intended to be used in cases where the provided eval_config was generated internally, and thus not a reliable indicator of user intent. </td> </tr> </table></p>  <p><table class="responsive fixed orange"> <colgroup><col width="214px"><col></colgroup> <tr><th colspan="2"><h2 class="add-link" id="returns" data-text="Returns" tabindex="-1">Returns</h2></th></tr> <tr class="alt"> <td colspan="2"> A boolean indicating if batched extractors should be used. </td> </tr></p> <p></table></p> </div> <devsite-thumb-rating position="footer"> </devsite-thumb-rating> <div class="devsite-floating-action-buttons"> </div> </article> <devsite-content-footer class="nocontent"> <p>Except as otherwise noted, the content of this page is licensed under the <a href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 License</a>, and code samples are licensed under the <a href="https://www.apache.org/licenses/LICENSE-2.0">Apache 2.0 License</a>. 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