Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z A accumulate (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.text.rouge.ROUGEScore parameter) add_state() (torchmetrics.Metric method) add_text (torchmetrics.classification.BinaryConfusionMatrix.plot parameter) (torchmetrics.classification.MulticlassConfusionMatrix.plot parameter) (torchmetrics.classification.MultilabelConfusionMatrix.plot parameter) adjusted (torchmetrics.functional.r2_score parameter) (torchmetrics.R2Score parameter) aggregate (torchmetrics.functional.detection.ciou.complete_intersection_over_union parameter) (torchmetrics.functional.detection.diou.distance_intersection_over_union parameter) (torchmetrics.functional.detection.giou.generalized_intersection_over_union parameter) (torchmetrics.functional.detection.iou.intersection_over_union parameter) all_layers (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) alpha (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.infolm.InfoLM parameter) alternative (torchmetrics.functional.kendall_rank_corrcoef parameter) (torchmetrics.KendallRankCorrCoef parameter) argmax_dim (torchmetrics.utilities.data.to_categorical parameter) args (torchmetrics.Metric.forward parameter), [1] average (torchmetrics.classification.MulticlassAccuracy parameter) (torchmetrics.classification.MulticlassAUROC parameter) (torchmetrics.classification.MulticlassAveragePrecision parameter) (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MulticlassHammingDistance parameter) (torchmetrics.classification.MulticlassJaccardIndex parameter) (torchmetrics.classification.MulticlassPrecision parameter) (torchmetrics.classification.MulticlassRecall parameter) (torchmetrics.classification.MulticlassSpecificity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.classification.MultilabelAccuracy parameter) (torchmetrics.classification.MultilabelAUROC parameter) (torchmetrics.classification.MultilabelAveragePrecision parameter) (torchmetrics.classification.MultilabelF1Score parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.classification.MultilabelHammingDistance parameter) (torchmetrics.classification.MultilabelJaccardIndex parameter) (torchmetrics.classification.MultilabelPrecision parameter) (torchmetrics.classification.MultilabelRecall parameter) (torchmetrics.classification.MultilabelSpecificity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.Dice parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_jaccard_index parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) (torchmetrics.functional.dice parameter) ax (torchmetrics.audio.ComplexScaleInvariantSignalNoiseRatio.plot parameter) (torchmetrics.audio.pesq.PerceptualEvaluationSpeechQuality.plot parameter) (torchmetrics.audio.srmr.SpeechReverberationModulationEnergyRatio.plot parameter) (torchmetrics.audio.stoi.ShortTimeObjectiveIntelligibility.plot parameter) (torchmetrics.BootStrapper.plot parameter) (torchmetrics.classification.BinaryAccuracy.plot parameter) (torchmetrics.classification.BinaryAUROC.plot parameter) (torchmetrics.classification.BinaryAveragePrecision.plot parameter) (torchmetrics.classification.BinaryCalibrationError.plot parameter) (torchmetrics.classification.BinaryCohenKappa.plot parameter) (torchmetrics.classification.BinaryConfusionMatrix.plot parameter) (torchmetrics.classification.BinaryF1Score.plot parameter) (torchmetrics.classification.BinaryFairness.plot parameter) (torchmetrics.classification.BinaryFBetaScore.plot parameter) (torchmetrics.classification.BinaryHammingDistance.plot parameter) (torchmetrics.classification.BinaryHingeLoss.plot parameter) (torchmetrics.classification.BinaryJaccardIndex.plot parameter) (torchmetrics.classification.BinaryMatthewsCorrCoef.plot parameter) (torchmetrics.classification.BinaryPrecision.plot parameter) (torchmetrics.classification.BinaryPrecisionAtFixedRecall.plot parameter) (torchmetrics.classification.BinaryPrecisionRecallCurve.plot parameter) (torchmetrics.classification.BinaryRecall.plot parameter) (torchmetrics.classification.BinaryRecallAtFixedPrecision.plot parameter) (torchmetrics.classification.BinaryROC.plot parameter) (torchmetrics.classification.BinarySpecificity.plot parameter) (torchmetrics.classification.MulticlassAccuracy.plot parameter) (torchmetrics.classification.MulticlassAUROC.plot parameter) (torchmetrics.classification.MulticlassAveragePrecision.plot parameter) (torchmetrics.classification.MulticlassCalibrationError.plot parameter) (torchmetrics.classification.MulticlassCohenKappa.plot parameter) (torchmetrics.classification.MulticlassConfusionMatrix.plot parameter) (torchmetrics.classification.MulticlassExactMatch.plot parameter) (torchmetrics.classification.MulticlassF1Score.plot parameter) (torchmetrics.classification.MulticlassFBetaScore.plot parameter) (torchmetrics.classification.MulticlassHammingDistance.plot parameter) (torchmetrics.classification.MulticlassHingeLoss.plot parameter) (torchmetrics.classification.MulticlassJaccardIndex.plot parameter) (torchmetrics.classification.MulticlassMatthewsCorrCoef.plot parameter) (torchmetrics.classification.MulticlassPrecision.plot parameter) (torchmetrics.classification.MulticlassPrecisionAtFixedRecall.plot parameter) (torchmetrics.classification.MulticlassPrecisionRecallCurve.plot parameter) (torchmetrics.classification.MulticlassRecall.plot parameter) (torchmetrics.classification.MulticlassRecallAtFixedPrecision.plot parameter) (torchmetrics.classification.MulticlassROC.plot parameter) (torchmetrics.classification.MulticlassSpecificity.plot parameter) (torchmetrics.classification.MultilabelAccuracy.plot parameter) (torchmetrics.classification.MultilabelAUROC.plot parameter) (torchmetrics.classification.MultilabelAveragePrecision.plot parameter) (torchmetrics.classification.MultilabelConfusionMatrix.plot parameter) (torchmetrics.classification.MultilabelCoverageError.plot parameter) (torchmetrics.classification.MultilabelExactMatch.plot parameter) (torchmetrics.classification.MultilabelF1Score.plot parameter) (torchmetrics.classification.MultilabelFBetaScore.plot parameter) (torchmetrics.classification.MultilabelHammingDistance.plot parameter) (torchmetrics.classification.MultilabelJaccardIndex.plot parameter) (torchmetrics.classification.MultilabelMatthewsCorrCoef.plot parameter) (torchmetrics.classification.MultilabelPrecision.plot parameter) (torchmetrics.classification.MultilabelPrecisionAtFixedRecall.plot parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve.plot parameter) (torchmetrics.classification.MultilabelRankingAveragePrecision.plot parameter) (torchmetrics.classification.MultilabelRankingLoss.plot parameter) (torchmetrics.classification.MultilabelRecall.plot parameter) (torchmetrics.classification.MultilabelRecallAtFixedPrecision.plot parameter) (torchmetrics.classification.MultilabelROC.plot parameter) (torchmetrics.classification.MultilabelSpecificity.plot parameter) (torchmetrics.ClasswiseWrapper.plot parameter) (torchmetrics.ConcordanceCorrCoef.plot parameter) (torchmetrics.CosineSimilarity.plot parameter) (torchmetrics.CramersV.plot parameter) (torchmetrics.detection.ciou.CompleteIntersectionOverUnion.plot parameter) (torchmetrics.detection.diou.DistanceIntersectionOverUnion.plot parameter) (torchmetrics.detection.giou.GeneralizedIntersectionOverUnion.plot parameter) (torchmetrics.detection.iou.IntersectionOverUnion.plot parameter) (torchmetrics.detection.mean_ap.MeanAveragePrecision.plot parameter) (torchmetrics.Dice.plot parameter) (torchmetrics.ExplainedVariance.plot parameter) (torchmetrics.FleissKappa.plot parameter) (torchmetrics.image.ergas.ErrorRelativeGlobalDimensionlessSynthesis.plot parameter) (torchmetrics.image.fid.FrechetInceptionDistance.plot parameter) (torchmetrics.image.inception.InceptionScore.plot parameter) (torchmetrics.image.kid.KernelInceptionDistance.plot parameter) (torchmetrics.image.lpip.LearnedPerceptualImagePatchSimilarity.plot parameter) (torchmetrics.image.mifid.MemorizationInformedFrechetInceptionDistance.plot parameter) (torchmetrics.image.PeakSignalNoiseRatioWithBlockedEffect.plot parameter) (torchmetrics.KendallRankCorrCoef.plot parameter) (torchmetrics.KLDivergence.plot parameter) (torchmetrics.LogCoshError.plot parameter) (torchmetrics.MaxMetric.plot parameter) (torchmetrics.MeanAbsoluteError.plot parameter) (torchmetrics.MeanAbsolutePercentageError.plot parameter) (torchmetrics.MeanMetric.plot parameter) (torchmetrics.MeanSquaredError.plot parameter) (torchmetrics.MeanSquaredLogError.plot parameter) (torchmetrics.MetricCollection.plot parameter) (torchmetrics.MetricTracker.plot parameter) (torchmetrics.MinkowskiDistance.plot parameter) (torchmetrics.MinMaxMetric.plot parameter) (torchmetrics.MinMetric.plot parameter) (torchmetrics.multimodal.clip_score.CLIPScore.plot parameter) (torchmetrics.MultioutputWrapper.plot parameter) (torchmetrics.PearsonCorrCoef.plot parameter) (torchmetrics.PearsonsContingencyCoefficient.plot parameter) (torchmetrics.R2Score.plot parameter) (torchmetrics.RelativeSquaredError.plot parameter) (torchmetrics.SpearmanCorrCoef.plot parameter) (torchmetrics.SumMetric.plot parameter) (torchmetrics.SymmetricMeanAbsolutePercentageError.plot parameter) (torchmetrics.text.bert.BERTScore.plot parameter) (torchmetrics.text.infolm.InfoLM.plot parameter) (torchmetrics.text.perplexity.Perplexity.plot parameter) (torchmetrics.text.rouge.ROUGEScore.plot parameter) (torchmetrics.TheilsU.plot parameter) (torchmetrics.TschuprowsT.plot parameter) (torchmetrics.TweedieDevianceScore.plot parameter) (torchmetrics.WeightedMeanAbsolutePercentageError.plot parameter) (torchmetrics.wrappers.Running.plot parameter) axes (torchmetrics.MultitaskWrapper.plot parameter) B base_metric (torchmetrics.BootStrapper parameter) (torchmetrics.MinMaxMetric parameter) (torchmetrics.MultioutputWrapper parameter) (torchmetrics.wrappers.Running parameter) baseline_path (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) baseline_url (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) batch_size (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.infolm.InfoLM parameter) bert_score() (in module torchmetrics.functional.text.bert) beta (torchmetrics.classification.BinaryFBetaScore parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.infolm.InfoLM parameter) bias_correction (torchmetrics.CramersV parameter) (torchmetrics.functional.cramers_v parameter) (torchmetrics.functional.nominal.cramers_v_matrix parameter) (torchmetrics.functional.nominal.tschuprows_t_matrix parameter) (torchmetrics.functional.tschuprows_t parameter) (torchmetrics.TschuprowsT parameter) block_size (torchmetrics.functional.image.peak_signal_noise_ratio_with_blocked_effect parameter) (torchmetrics.image.PeakSignalNoiseRatioWithBlockedEffect parameter) box_format (torchmetrics.detection.ciou.CompleteIntersectionOverUnion parameter) (torchmetrics.detection.diou.DistanceIntersectionOverUnion parameter) (torchmetrics.detection.giou.GeneralizedIntersectionOverUnion parameter) (torchmetrics.detection.iou.IntersectionOverUnion parameter) (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter) C class_metrics (torchmetrics.detection.ciou.CompleteIntersectionOverUnion parameter) (torchmetrics.detection.diou.DistanceIntersectionOverUnion parameter) (torchmetrics.detection.giou.GeneralizedIntersectionOverUnion parameter) (torchmetrics.detection.iou.IntersectionOverUnion parameter) (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter) clone() (torchmetrics.Metric method) coco_preds (torchmetrics.detection.mean_ap.MeanAveragePrecision.coco_to_tm parameter) coco_target (torchmetrics.detection.mean_ap.MeanAveragePrecision.coco_to_tm parameter) coef (torchmetrics.image.kid.KernelInceptionDistance parameter) compute() (torchmetrics.Metric method) compute_groups (torchmetrics.MetricCollection parameter) copy_state (torchmetrics.MetricCollection.items parameter) (torchmetrics.MetricCollection.values parameter) cosine_distance_eps (torchmetrics.image.mifid.MemorizationInformedFrechetInceptionDistance parameter) curve (torchmetrics.classification.BinaryPrecisionRecallCurve.plot parameter) (torchmetrics.classification.BinaryROC.plot parameter) (torchmetrics.classification.MulticlassPrecisionRecallCurve.plot parameter) (torchmetrics.classification.MulticlassROC.plot parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve.plot parameter) (torchmetrics.classification.MultilabelROC.plot parameter) D default (torchmetrics.Metric.add_state parameter), [1] degree (torchmetrics.image.kid.KernelInceptionDistance parameter) destination (torchmetrics.Metric.state_dict parameter), [1] device (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.Metric property) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.infolm.InfoLM parameter) dim (torchmetrics.utilities.data.select_topk parameter) dist_reduce_fx (torchmetrics.Metric.add_state parameter), [1] dist_sync_fn (torchmetrics.Metric.sync parameter), [1] (torchmetrics.Metric.sync_context parameter), [1] distributed_available (torchmetrics.Metric.sync parameter), [1] (torchmetrics.Metric.sync_context parameter), [1] double() (torchmetrics.Metric method) dst_type (torchmetrics.image.fid.FrechetInceptionDistance.set_dtype parameter) (torchmetrics.Metric.set_dtype parameter), [1] (torchmetrics.MetricCollection.set_dtype parameter) E exponent (torchmetrics.functional.pairwise_minkowski_distance parameter) extended (torchmetrics.audio.stoi.ShortTimeObjectiveIntelligibility parameter) (torchmetrics.functional.audio.stoi.short_time_objective_intelligibility parameter) F fast (torchmetrics.audio.srmr.SpeechReverberationModulationEnergyRatio parameter) (torchmetrics.functional.audio.srmr.speech_reverberation_modulation_energy_ratio parameter) feature (torchmetrics.image.fid.FrechetInceptionDistance parameter) (torchmetrics.image.inception.InceptionScore parameter) (torchmetrics.image.kid.KernelInceptionDistance parameter) (torchmetrics.image.mifid.MemorizationInformedFrechetInceptionDistance parameter) float() (torchmetrics.Metric method) forward() (torchmetrics.Metric method) fs (torchmetrics.audio.pesq.PerceptualEvaluationSpeechQuality parameter) (torchmetrics.audio.srmr.SpeechReverberationModulationEnergyRatio parameter) (torchmetrics.audio.stoi.ShortTimeObjectiveIntelligibility parameter) (torchmetrics.functional.audio.pesq.perceptual_evaluation_speech_quality parameter) (torchmetrics.functional.audio.srmr.speech_reverberation_modulation_energy_ratio parameter) (torchmetrics.functional.audio.stoi.short_time_objective_intelligibility parameter) G gamma (torchmetrics.image.kid.KernelInceptionDistance parameter) groups (torchmetrics.functional.classification.binary_fairness parameter) (torchmetrics.functional.classification.binary_groups_stat_rates parameter) (torchmetrics.functional.classification.demographic_parity parameter) (torchmetrics.functional.classification.equal_opportunity parameter) H half() (torchmetrics.Metric method) I idf (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.infolm.InfoLM parameter) ignore_index (torchmetrics.classification.BinaryAccuracy parameter) (torchmetrics.classification.BinaryCalibrationError parameter) (torchmetrics.classification.BinaryCohenKappa parameter) (torchmetrics.classification.BinaryConfusionMatrix parameter) (torchmetrics.classification.BinaryF1Score parameter) (torchmetrics.classification.BinaryFairness parameter) (torchmetrics.classification.BinaryFBetaScore parameter) (torchmetrics.classification.BinaryGroupStatRates parameter) (torchmetrics.classification.BinaryHammingDistance parameter) (torchmetrics.classification.BinaryHingeLoss parameter) (torchmetrics.classification.BinaryJaccardIndex parameter) (torchmetrics.classification.BinaryMatthewsCorrCoef parameter) (torchmetrics.classification.BinaryPrecision parameter) (torchmetrics.classification.BinaryRecall parameter) (torchmetrics.classification.BinarySpecificity parameter) (torchmetrics.classification.BinaryStatScores parameter) (torchmetrics.classification.MulticlassAccuracy parameter) (torchmetrics.classification.MulticlassCalibrationError parameter) (torchmetrics.classification.MulticlassCohenKappa parameter) (torchmetrics.classification.MulticlassConfusionMatrix parameter) (torchmetrics.classification.MulticlassExactMatch parameter) (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MulticlassHammingDistance parameter) (torchmetrics.classification.MulticlassHingeLoss parameter) (torchmetrics.classification.MulticlassJaccardIndex parameter) (torchmetrics.classification.MulticlassMatthewsCorrCoef parameter) (torchmetrics.classification.MulticlassPrecision parameter) (torchmetrics.classification.MulticlassRecall parameter) (torchmetrics.classification.MulticlassSpecificity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.classification.MultilabelAccuracy parameter) (torchmetrics.classification.MultilabelConfusionMatrix parameter) (torchmetrics.classification.MultilabelCoverageError parameter) (torchmetrics.classification.MultilabelExactMatch parameter) (torchmetrics.classification.MultilabelF1Score parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.classification.MultilabelHammingDistance parameter) (torchmetrics.classification.MultilabelJaccardIndex parameter) (torchmetrics.classification.MultilabelMatthewsCorrCoef parameter) (torchmetrics.classification.MultilabelPrecision parameter) (torchmetrics.classification.MultilabelRankingAveragePrecision parameter) (torchmetrics.classification.MultilabelRankingLoss parameter) (torchmetrics.classification.MultilabelRecall parameter) (torchmetrics.classification.MultilabelSpecificity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.Dice parameter) (torchmetrics.functional.classification.binary_accuracy parameter) (torchmetrics.functional.classification.binary_auroc parameter) (torchmetrics.functional.classification.binary_average_precision parameter) (torchmetrics.functional.classification.binary_calibration_error parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.binary_confusion_matrix parameter) (torchmetrics.functional.classification.binary_f1_score parameter) (torchmetrics.functional.classification.binary_fairness parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.binary_groups_stat_rates parameter) (torchmetrics.functional.classification.binary_hamming_distance parameter) (torchmetrics.functional.classification.binary_hinge_loss parameter) (torchmetrics.functional.classification.binary_jaccard_index parameter) (torchmetrics.functional.classification.binary_matthews_corrcoef parameter) (torchmetrics.functional.classification.binary_precision parameter) (torchmetrics.functional.classification.binary_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.binary_precision_recall_curve parameter) (torchmetrics.functional.classification.binary_recall parameter) (torchmetrics.functional.classification.binary_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.binary_roc parameter) (torchmetrics.functional.classification.binary_specificity parameter) (torchmetrics.functional.classification.binary_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.binary_stat_scores parameter) (torchmetrics.functional.classification.demographic_parity parameter) (torchmetrics.functional.classification.equal_opportunity parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_confusion_matrix parameter) (torchmetrics.functional.classification.multiclass_exact_match parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) (torchmetrics.functional.classification.multiclass_jaccard_index parameter) (torchmetrics.functional.classification.multiclass_matthews_corrcoef parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multiclass_precision_recall_curve parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_roc parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_coverage_error parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_matthews_corrcoef parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multilabel_precision_recall_curve parameter) (torchmetrics.functional.classification.multilabel_ranking_average_precision parameter) (torchmetrics.functional.classification.multilabel_ranking_loss parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_roc parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) (torchmetrics.functional.dice parameter) (torchmetrics.functional.text.perplexity.perplexity parameter) (torchmetrics.text.perplexity.Perplexity parameter) images (torchmetrics.functional.multimodal.clip_score.clip_score parameter) (torchmetrics.multimodal.clip_score.CLIPScore.update parameter) infolm() (in module torchmetrics.functional.text.infolm) information_measure (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.infolm.InfoLM parameter) iou_threshold (torchmetrics.functional.detection.ciou.complete_intersection_over_union parameter) (torchmetrics.functional.detection.diou.distance_intersection_over_union parameter) (torchmetrics.functional.detection.giou.generalized_intersection_over_union parameter) (torchmetrics.functional.detection.iou.intersection_over_union parameter) iou_thresholds (torchmetrics.detection.ciou.CompleteIntersectionOverUnion parameter) (torchmetrics.detection.diou.DistanceIntersectionOverUnion parameter) (torchmetrics.detection.giou.GeneralizedIntersectionOverUnion parameter) (torchmetrics.detection.iou.IntersectionOverUnion parameter) (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter) iou_type (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter) (torchmetrics.detection.mean_ap.MeanAveragePrecision.coco_to_tm parameter) K keep_base (torchmetrics.MetricCollection.items parameter) (torchmetrics.MetricCollection.keys parameter) keep_same_device (torchmetrics.audio.pesq.PerceptualEvaluationSpeechQuality parameter) (torchmetrics.functional.audio.pesq.perceptual_evaluation_speech_quality parameter) (torchmetrics.functional.audio.stoi.short_time_objective_intelligibility parameter) keep_vars (torchmetrics.Metric.state_dict parameter), [1] kwargs (torchmetrics.audio.ComplexScaleInvariantSignalNoiseRatio parameter) (torchmetrics.audio.pesq.PerceptualEvaluationSpeechQuality parameter) (torchmetrics.audio.stoi.ShortTimeObjectiveIntelligibility parameter) (torchmetrics.BootStrapper parameter) (torchmetrics.CatMetric parameter) (torchmetrics.classification.BinaryAUROC parameter) (torchmetrics.classification.BinaryAveragePrecision parameter) (torchmetrics.classification.BinaryCalibrationError parameter) (torchmetrics.classification.BinaryCohenKappa parameter) (torchmetrics.classification.BinaryConfusionMatrix parameter) (torchmetrics.classification.BinaryFairness parameter) (torchmetrics.classification.BinaryGroupStatRates parameter) (torchmetrics.classification.BinaryHingeLoss parameter) (torchmetrics.classification.BinaryJaccardIndex parameter) (torchmetrics.classification.BinaryMatthewsCorrCoef parameter) (torchmetrics.classification.BinaryPrecisionAtFixedRecall parameter) (torchmetrics.classification.BinaryPrecisionRecallCurve parameter) (torchmetrics.classification.BinaryRecallAtFixedPrecision parameter) (torchmetrics.classification.BinaryROC parameter) (torchmetrics.classification.BinarySpecificityAtSensitivity parameter) (torchmetrics.classification.BinaryStatScores parameter) (torchmetrics.classification.MulticlassAUROC parameter) (torchmetrics.classification.MulticlassAveragePrecision parameter) (torchmetrics.classification.MulticlassCalibrationError parameter) (torchmetrics.classification.MulticlassCohenKappa parameter) (torchmetrics.classification.MulticlassConfusionMatrix parameter) (torchmetrics.classification.MulticlassHingeLoss parameter) (torchmetrics.classification.MulticlassJaccardIndex parameter) (torchmetrics.classification.MulticlassMatthewsCorrCoef parameter) (torchmetrics.classification.MulticlassPrecisionAtFixedRecall parameter) (torchmetrics.classification.MulticlassPrecisionRecallCurve parameter) (torchmetrics.classification.MulticlassRecallAtFixedPrecision parameter) (torchmetrics.classification.MulticlassROC parameter) (torchmetrics.classification.MulticlassSpecificityAtSensitivity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.classification.MultilabelAUROC parameter) (torchmetrics.classification.MultilabelAveragePrecision parameter) (torchmetrics.classification.MultilabelConfusionMatrix parameter) (torchmetrics.classification.MultilabelJaccardIndex parameter) (torchmetrics.classification.MultilabelMatthewsCorrCoef parameter) (torchmetrics.classification.MultilabelPrecisionAtFixedRecall parameter) (torchmetrics.classification.MultilabelRecallAtFixedPrecision parameter) (torchmetrics.classification.MultilabelROC parameter) (torchmetrics.classification.MultilabelSpecificityAtSensitivity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.ConcordanceCorrCoef parameter) (torchmetrics.CosineSimilarity parameter) (torchmetrics.CramersV parameter) (torchmetrics.detection.ciou.CompleteIntersectionOverUnion parameter) (torchmetrics.detection.diou.DistanceIntersectionOverUnion parameter) (torchmetrics.detection.giou.GeneralizedIntersectionOverUnion parameter) (torchmetrics.detection.iou.IntersectionOverUnion parameter) (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter) (torchmetrics.Dice parameter) (torchmetrics.ExplainedVariance parameter) (torchmetrics.FleissKappa parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.binary_jaccard_index parameter) (torchmetrics.functional.classification.binary_matthews_corrcoef parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_jaccard_index parameter) (torchmetrics.functional.classification.multiclass_matthews_corrcoef parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.image.ergas.ErrorRelativeGlobalDimensionlessSynthesis parameter) (torchmetrics.image.fid.FrechetInceptionDistance parameter) (torchmetrics.image.inception.InceptionScore parameter) (torchmetrics.image.kid.KernelInceptionDistance parameter) (torchmetrics.image.lpip.LearnedPerceptualImagePatchSimilarity parameter) (torchmetrics.image.mifid.MemorizationInformedFrechetInceptionDistance parameter) (torchmetrics.image.PeakSignalNoiseRatioWithBlockedEffect parameter) (torchmetrics.KendallRankCorrCoef parameter) (torchmetrics.KLDivergence parameter) (torchmetrics.LogCoshError parameter) (torchmetrics.MaxMetric parameter) (torchmetrics.MeanAbsoluteError parameter) (torchmetrics.MeanAbsolutePercentageError parameter) (torchmetrics.MeanSquaredError parameter) (torchmetrics.MeanSquaredLogError parameter) (torchmetrics.Metric parameter), [1] (torchmetrics.Metric.forward parameter), [1] (torchmetrics.MinkowskiDistance parameter) (torchmetrics.MinMaxMetric parameter) (torchmetrics.MinMetric parameter) (torchmetrics.multimodal.clip_score.CLIPScore parameter) (torchmetrics.PearsonCorrCoef parameter) (torchmetrics.PearsonsContingencyCoefficient parameter) (torchmetrics.R2Score parameter) (torchmetrics.RelativeSquaredError parameter) (torchmetrics.RunningMean parameter) (torchmetrics.RunningSum parameter) (torchmetrics.SpearmanCorrCoef parameter) (torchmetrics.SumMetric parameter) (torchmetrics.SymmetricMeanAbsolutePercentageError parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.perplexity.Perplexity parameter) (torchmetrics.text.rouge.ROUGEScore parameter) (torchmetrics.TheilsU parameter) (torchmetrics.TschuprowsT parameter) (torchmetrics.TweedieDevianceScore parameter) (torchmetrics.WeightedMeanAbsolutePercentageError parameter) L label_tensor (torchmetrics.utilities.data.to_onehot parameter) labels (torchmetrics.classification.BinaryConfusionMatrix.plot parameter) (torchmetrics.classification.MulticlassConfusionMatrix.plot parameter) (torchmetrics.classification.MultilabelConfusionMatrix.plot parameter) (torchmetrics.ClasswiseWrapper parameter) lang (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) log_prob (torchmetrics.functional.kl_divergence parameter) (torchmetrics.KLDivergence parameter) low_freq (torchmetrics.audio.srmr.SpeechReverberationModulationEnergyRatio parameter) (torchmetrics.functional.audio.srmr.speech_reverberation_modulation_energy_ratio parameter) M matrix (torchmetrics.functional.nominal.cramers_v_matrix parameter) (torchmetrics.functional.nominal.pearsons_contingency_coefficient_matrix parameter) (torchmetrics.functional.nominal.theils_u_matrix parameter) (torchmetrics.functional.nominal.tschuprows_t_matrix parameter) max_cf (torchmetrics.audio.srmr.SpeechReverberationModulationEnergyRatio parameter) (torchmetrics.functional.audio.srmr.speech_reverberation_modulation_energy_ratio parameter) max_detection_thresholds (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter) max_fpr (torchmetrics.classification.BinaryAUROC parameter) (torchmetrics.functional.classification.binary_auroc parameter) max_length (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.infolm.InfoLM parameter) maximize (torchmetrics.MetricTracker parameter) mdmc_average (torchmetrics.Dice parameter) (torchmetrics.functional.dice parameter) mean (torchmetrics.BootStrapper parameter) Metric (class in torchmetrics) metric (torchmetrics.ClasswiseWrapper parameter) (torchmetrics.MetricTracker parameter) metrics (torchmetrics.MetricCollection parameter) min_cf (torchmetrics.audio.srmr.SpeechReverberationModulationEnergyRatio parameter) (torchmetrics.functional.audio.srmr.speech_reverberation_modulation_energy_ratio parameter) min_precision (torchmetrics.classification.BinaryRecallAtFixedPrecision parameter) (torchmetrics.classification.MulticlassRecallAtFixedPrecision parameter) (torchmetrics.classification.MultilabelRecallAtFixedPrecision parameter) (torchmetrics.functional.classification.binary_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) min_recall (torchmetrics.classification.BinaryPrecisionAtFixedRecall parameter) (torchmetrics.classification.MulticlassPrecisionAtFixedRecall parameter) (torchmetrics.classification.MultilabelPrecisionAtFixedRecall parameter) (torchmetrics.functional.classification.binary_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multiclass_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multilabel_precision_at_fixed_recall parameter) min_sensitivity (torchmetrics.classification.BinarySpecificityAtSensitivity parameter) (torchmetrics.classification.MulticlassSpecificityAtSensitivity parameter) (torchmetrics.classification.MultilabelSpecificityAtSensitivity parameter) (torchmetrics.functional.classification.binary_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multiclass_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multilabel_specificity_at_sensitivity parameter) mode (torchmetrics.audio.pesq.PerceptualEvaluationSpeechQuality parameter) (torchmetrics.FleissKappa parameter) (torchmetrics.functional.audio.pesq.perceptual_evaluation_speech_quality parameter) (torchmetrics.functional.fleiss_kappa parameter) model (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) model_name_or_path (torchmetrics.functional.multimodal.clip_score.clip_score parameter) (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.multimodal.clip_score.CLIPScore parameter) (torchmetrics.text.infolm.InfoLM parameter) model_type (torchmetrics.text.bert.BERTScore parameter) multiclass (torchmetrics.Dice parameter) (torchmetrics.functional.dice parameter) multiclass_mode (torchmetrics.classification.MulticlassHingeLoss parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) multidim_average (torchmetrics.classification.BinaryAccuracy parameter) (torchmetrics.classification.BinaryF1Score parameter) (torchmetrics.classification.BinaryFBetaScore parameter) (torchmetrics.classification.BinaryHammingDistance parameter) (torchmetrics.classification.BinaryPrecision parameter) (torchmetrics.classification.BinaryRecall parameter) (torchmetrics.classification.BinarySpecificity parameter) (torchmetrics.classification.BinaryStatScores parameter) (torchmetrics.classification.MulticlassAccuracy parameter) (torchmetrics.classification.MulticlassExactMatch parameter) (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MulticlassHammingDistance parameter) (torchmetrics.classification.MulticlassPrecision parameter) (torchmetrics.classification.MulticlassRecall parameter) (torchmetrics.classification.MulticlassSpecificity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.classification.MultilabelAccuracy parameter) (torchmetrics.classification.MultilabelExactMatch parameter) (torchmetrics.classification.MultilabelF1Score parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.classification.MultilabelHammingDistance parameter) (torchmetrics.classification.MultilabelPrecision parameter) (torchmetrics.classification.MultilabelRecall parameter) (torchmetrics.classification.MultilabelSpecificity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.functional.classification.binary_accuracy parameter) (torchmetrics.functional.classification.binary_f1_score parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.binary_hamming_distance parameter) (torchmetrics.functional.classification.binary_precision parameter) (torchmetrics.functional.classification.binary_recall parameter) (torchmetrics.functional.classification.binary_specificity parameter) (torchmetrics.functional.classification.binary_stat_scores parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_exact_match parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) multioutput (torchmetrics.ExplainedVariance parameter) (torchmetrics.functional.explained_variance parameter) (torchmetrics.functional.r2_score parameter) (torchmetrics.R2Score parameter) N n_bins (torchmetrics.classification.BinaryCalibrationError parameter) (torchmetrics.classification.MulticlassCalibrationError parameter) (torchmetrics.functional.classification.binary_calibration_error parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) n_cochlear_filters (torchmetrics.audio.srmr.SpeechReverberationModulationEnergyRatio parameter) (torchmetrics.functional.audio.srmr.speech_reverberation_modulation_energy_ratio parameter) n_processes (torchmetrics.audio.pesq.PerceptualEvaluationSpeechQuality parameter) (torchmetrics.functional.audio.pesq.perceptual_evaluation_speech_quality parameter) name (torchmetrics.detection.mean_ap.MeanAveragePrecision.tm_to_coco parameter) (torchmetrics.Metric.add_state parameter), [1] nan_replace_value (torchmetrics.CramersV parameter) (torchmetrics.functional.cramers_v parameter) (torchmetrics.functional.nominal.cramers_v_matrix parameter) (torchmetrics.functional.nominal.pearsons_contingency_coefficient_matrix parameter) (torchmetrics.functional.nominal.theils_u_matrix parameter) (torchmetrics.functional.nominal.tschuprows_t_matrix parameter) (torchmetrics.functional.pearsons_contingency_coefficient parameter) (torchmetrics.functional.theils_u parameter) (torchmetrics.functional.tschuprows_t parameter) (torchmetrics.PearsonsContingencyCoefficient parameter) (torchmetrics.TheilsU parameter) (torchmetrics.TschuprowsT parameter) nan_strategy (torchmetrics.CatMetric parameter) (torchmetrics.CramersV parameter) (torchmetrics.functional.cramers_v parameter) (torchmetrics.functional.nominal.cramers_v_matrix parameter) (torchmetrics.functional.nominal.pearsons_contingency_coefficient_matrix parameter) (torchmetrics.functional.nominal.theils_u_matrix parameter) (torchmetrics.functional.nominal.tschuprows_t_matrix parameter) (torchmetrics.functional.pearsons_contingency_coefficient parameter) (torchmetrics.functional.theils_u parameter) (torchmetrics.functional.tschuprows_t parameter) (torchmetrics.MaxMetric parameter) (torchmetrics.MeanMetric parameter) (torchmetrics.MinMetric parameter) (torchmetrics.PearsonsContingencyCoefficient parameter) (torchmetrics.RunningMean parameter) (torchmetrics.RunningSum parameter) (torchmetrics.SumMetric parameter) (torchmetrics.TheilsU parameter) (torchmetrics.TschuprowsT parameter) net_type (torchmetrics.image.lpip.LearnedPerceptualImagePatchSimilarity parameter) norm (torchmetrics.audio.srmr.SpeechReverberationModulationEnergyRatio parameter) (torchmetrics.classification.BinaryCalibrationError parameter) (torchmetrics.classification.MulticlassCalibrationError parameter) (torchmetrics.functional.audio.srmr.speech_reverberation_modulation_energy_ratio parameter) (torchmetrics.functional.classification.binary_calibration_error parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) normalize (torchmetrics.classification.BinaryConfusionMatrix parameter) (torchmetrics.classification.MulticlassConfusionMatrix parameter) (torchmetrics.classification.MultilabelConfusionMatrix parameter) (torchmetrics.functional.classification.binary_confusion_matrix parameter) (torchmetrics.functional.classification.multiclass_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.image.lpip.LearnedPerceptualImagePatchSimilarity parameter) normalizer (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.text.rouge.ROUGEScore parameter) num_bootstraps (torchmetrics.BootStrapper parameter) num_classes (torchmetrics.classification.MulticlassAccuracy parameter) (torchmetrics.classification.MulticlassAUROC parameter) (torchmetrics.classification.MulticlassAveragePrecision parameter) (torchmetrics.classification.MulticlassCalibrationError parameter) (torchmetrics.classification.MulticlassCohenKappa parameter) (torchmetrics.classification.MulticlassConfusionMatrix parameter) (torchmetrics.classification.MulticlassExactMatch parameter) (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MulticlassHammingDistance parameter) (torchmetrics.classification.MulticlassHingeLoss parameter) (torchmetrics.classification.MulticlassJaccardIndex parameter) (torchmetrics.classification.MulticlassMatthewsCorrCoef parameter) (torchmetrics.classification.MulticlassPrecision parameter) (torchmetrics.classification.MulticlassPrecisionAtFixedRecall parameter) (torchmetrics.classification.MulticlassPrecisionRecallCurve parameter) (torchmetrics.classification.MulticlassRecall parameter) (torchmetrics.classification.MulticlassRecallAtFixedPrecision parameter) (torchmetrics.classification.MulticlassROC parameter) (torchmetrics.classification.MulticlassSpecificity parameter) (torchmetrics.classification.MulticlassSpecificityAtSensitivity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.classification.MultilabelConfusionMatrix parameter) (torchmetrics.classification.MultilabelJaccardIndex parameter) (torchmetrics.classification.MultilabelMatthewsCorrCoef parameter) (torchmetrics.CramersV parameter) (torchmetrics.Dice parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_confusion_matrix parameter) (torchmetrics.functional.classification.multiclass_exact_match parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) (torchmetrics.functional.classification.multiclass_jaccard_index parameter) (torchmetrics.functional.classification.multiclass_matthews_corrcoef parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multiclass_precision_recall_curve parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_roc parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.dice parameter) (torchmetrics.PearsonsContingencyCoefficient parameter) (torchmetrics.TheilsU parameter) (torchmetrics.TschuprowsT parameter) (torchmetrics.utilities.data.to_onehot parameter) num_groups (torchmetrics.classification.BinaryFairness parameter) (torchmetrics.classification.BinaryGroupStatRates parameter) (torchmetrics.functional.classification.binary_groups_stat_rates parameter) num_labels (torchmetrics.classification.MultilabelAccuracy parameter) (torchmetrics.classification.MultilabelAUROC parameter) (torchmetrics.classification.MultilabelAveragePrecision parameter) (torchmetrics.classification.MultilabelCoverageError parameter) (torchmetrics.classification.MultilabelExactMatch parameter) (torchmetrics.classification.MultilabelF1Score parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.classification.MultilabelHammingDistance parameter) (torchmetrics.classification.MultilabelPrecision parameter) (torchmetrics.classification.MultilabelPrecisionAtFixedRecall parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve parameter) (torchmetrics.classification.MultilabelRankingAveragePrecision parameter) (torchmetrics.classification.MultilabelRankingLoss parameter) (torchmetrics.classification.MultilabelRecall parameter) (torchmetrics.classification.MultilabelRecallAtFixedPrecision parameter) (torchmetrics.classification.MultilabelROC parameter) (torchmetrics.classification.MultilabelSpecificity parameter) (torchmetrics.classification.MultilabelSpecificityAtSensitivity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_coverage_error parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_matthews_corrcoef parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multilabel_precision_recall_curve parameter) (torchmetrics.functional.classification.multilabel_ranking_average_precision parameter) (torchmetrics.functional.classification.multilabel_ranking_loss parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_roc parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) num_layers (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) num_outputs (torchmetrics.ConcordanceCorrCoef parameter) (torchmetrics.KendallRankCorrCoef parameter) (torchmetrics.LogCoshError parameter) (torchmetrics.MultioutputWrapper parameter) (torchmetrics.PearsonCorrCoef parameter) (torchmetrics.R2Score parameter) (torchmetrics.RelativeSquaredError parameter) (torchmetrics.SpearmanCorrCoef parameter) num_threads (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.infolm.InfoLM parameter) O output_dim (torchmetrics.MultioutputWrapper parameter) P p (torchmetrics.functional.kl_divergence parameter) (torchmetrics.functional.minkowski_distance parameter) (torchmetrics.MinkowskiDistance parameter) persistent (torchmetrics.Metric.add_state parameter), [1] persistent() (torchmetrics.Metric method) plot() (torchmetrics.Metric method) postfix (torchmetrics.ClasswiseWrapper parameter) (torchmetrics.MetricCollection parameter) (torchmetrics.MetricCollection.clone parameter) power (torchmetrics.functional.tweedie_deviance_score parameter) (torchmetrics.TweedieDevianceScore parameter) preds (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve parameter) (torchmetrics.classification.MultilabelRankingLoss parameter) (torchmetrics.functional.audio.complex_scale_invariant_signal_noise_ratio parameter) (torchmetrics.functional.audio.pesq.perceptual_evaluation_speech_quality parameter) (torchmetrics.functional.audio.srmr.speech_reverberation_modulation_energy_ratio parameter) (torchmetrics.functional.audio.stoi.short_time_objective_intelligibility parameter) (torchmetrics.functional.classification.binary_accuracy parameter) (torchmetrics.functional.classification.binary_auroc parameter) (torchmetrics.functional.classification.binary_average_precision parameter) (torchmetrics.functional.classification.binary_calibration_error parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.binary_confusion_matrix parameter) (torchmetrics.functional.classification.binary_f1_score parameter) (torchmetrics.functional.classification.binary_fairness parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.binary_groups_stat_rates parameter) (torchmetrics.functional.classification.binary_hamming_distance parameter) (torchmetrics.functional.classification.binary_hinge_loss parameter) (torchmetrics.functional.classification.binary_jaccard_index parameter) (torchmetrics.functional.classification.binary_matthews_corrcoef parameter) (torchmetrics.functional.classification.binary_precision parameter) (torchmetrics.functional.classification.binary_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.binary_precision_recall_curve parameter) (torchmetrics.functional.classification.binary_recall parameter) (torchmetrics.functional.classification.binary_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.binary_roc parameter) (torchmetrics.functional.classification.binary_specificity parameter) (torchmetrics.functional.classification.binary_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.binary_stat_scores parameter) (torchmetrics.functional.classification.demographic_parity parameter) (torchmetrics.functional.classification.equal_opportunity parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_confusion_matrix parameter) (torchmetrics.functional.classification.multiclass_exact_match parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) (torchmetrics.functional.classification.multiclass_jaccard_index parameter) (torchmetrics.functional.classification.multiclass_matthews_corrcoef parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multiclass_precision_recall_curve parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_roc parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_coverage_error parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_matthews_corrcoef parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multilabel_precision_recall_curve parameter) (torchmetrics.functional.classification.multilabel_ranking_average_precision parameter) (torchmetrics.functional.classification.multilabel_ranking_loss parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_roc parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) (torchmetrics.functional.concordance_corrcoef parameter) (torchmetrics.functional.cosine_similarity parameter) (torchmetrics.functional.cramers_v parameter) (torchmetrics.functional.detection.ciou.complete_intersection_over_union parameter) (torchmetrics.functional.detection.diou.distance_intersection_over_union parameter) (torchmetrics.functional.detection.giou.generalized_intersection_over_union parameter) (torchmetrics.functional.detection.iou.intersection_over_union parameter) (torchmetrics.functional.dice parameter) (torchmetrics.functional.explained_variance parameter) (torchmetrics.functional.image.peak_signal_noise_ratio_with_blocked_effect parameter) (torchmetrics.functional.kendall_rank_corrcoef parameter) (torchmetrics.functional.log_cosh_error parameter) (torchmetrics.functional.mean_absolute_error parameter) (torchmetrics.functional.mean_absolute_percentage_error parameter) (torchmetrics.functional.mean_squared_error parameter) (torchmetrics.functional.mean_squared_log_error parameter) (torchmetrics.functional.minkowski_distance parameter) (torchmetrics.functional.pearson_corrcoef parameter) (torchmetrics.functional.pearsons_contingency_coefficient parameter) (torchmetrics.functional.r2_score parameter) (torchmetrics.functional.relative_squared_error parameter) (torchmetrics.functional.spearman_corrcoef parameter) (torchmetrics.functional.symmetric_mean_absolute_percentage_error parameter) (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.functional.text.perplexity.perplexity parameter) (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.functional.theils_u parameter) (torchmetrics.functional.tschuprows_t parameter) (torchmetrics.functional.tweedie_deviance_score parameter) (torchmetrics.functional.weighted_mean_absolute_percentage_error parameter) (torchmetrics.text.bert.BERTScore parameter) prefix (torchmetrics.ClasswiseWrapper parameter) (torchmetrics.Metric.state_dict parameter), [1] (torchmetrics.MetricCollection parameter) (torchmetrics.MetricCollection.clone parameter) prob_tensor (torchmetrics.utilities.data.select_topk parameter) process_group (torchmetrics.Metric.sync parameter), [1] (torchmetrics.Metric.sync_context parameter), [1] Q q (torchmetrics.functional.kl_divergence parameter) quantile (torchmetrics.BootStrapper parameter) R ratings (torchmetrics.functional.fleiss_kappa parameter) ratio (torchmetrics.image.ergas.ErrorRelativeGlobalDimensionlessSynthesis parameter) raw (torchmetrics.BootStrapper parameter) rec_thresholds (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter) reduction (torchmetrics.CosineSimilarity parameter) (torchmetrics.functional.cosine_similarity parameter) (torchmetrics.functional.kl_divergence parameter) (torchmetrics.functional.pairwise_cosine_similarity parameter) (torchmetrics.functional.pairwise_euclidean_distance parameter) (torchmetrics.functional.pairwise_linear_similarity parameter) (torchmetrics.functional.pairwise_manhattan_distance parameter) (torchmetrics.functional.pairwise_minkowski_distance parameter) (torchmetrics.image.ergas.ErrorRelativeGlobalDimensionlessSynthesis parameter) (torchmetrics.image.lpip.LearnedPerceptualImagePatchSimilarity parameter) (torchmetrics.KLDivergence parameter) remove_nans (torchmetrics.MultioutputWrapper parameter) replacement_val (torchmetrics.functional.detection.ciou.complete_intersection_over_union parameter) (torchmetrics.functional.detection.diou.distance_intersection_over_union parameter) (torchmetrics.functional.detection.giou.generalized_intersection_over_union parameter) (torchmetrics.functional.detection.iou.intersection_over_union parameter) rescale_with_baseline (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) reset() (torchmetrics.Metric method) reset_real_features (torchmetrics.image.fid.FrechetInceptionDistance parameter) (torchmetrics.image.kid.KernelInceptionDistance parameter) (torchmetrics.image.mifid.MemorizationInformedFrechetInceptionDistance parameter) respect_labels (torchmetrics.detection.iou.IntersectionOverUnion parameter) return_hash (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) return_sentence_level_score (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.infolm.InfoLM parameter) return_step (torchmetrics.MetricTracker.best_metric parameter) rouge_keys (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.text.rouge.ROUGEScore parameter) S sampling_strategy (torchmetrics.BootStrapper parameter) score (torchmetrics.classification.BinaryPrecisionRecallCurve.plot parameter) (torchmetrics.classification.BinaryROC.plot parameter) (torchmetrics.classification.MulticlassPrecisionRecallCurve.plot parameter) (torchmetrics.classification.MulticlassROC.plot parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve.plot parameter) (torchmetrics.classification.MultilabelROC.plot parameter) set_dtype() (torchmetrics.Metric method) should_sync (torchmetrics.Metric.sync parameter), [1] (torchmetrics.Metric.sync_context parameter), [1] should_unsync (torchmetrics.Metric.sync_context parameter), [1] (torchmetrics.Metric.unsync parameter), [1] spectral_distortion_index() (in module torchmetrics.functional) splits (torchmetrics.image.inception.InceptionScore parameter) squared (torchmetrics.classification.BinaryHingeLoss parameter) (torchmetrics.classification.MulticlassHingeLoss parameter) (torchmetrics.functional.classification.binary_hinge_loss parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) (torchmetrics.functional.mean_squared_error parameter) (torchmetrics.functional.relative_squared_error parameter) (torchmetrics.MeanSquaredError parameter) (torchmetrics.RelativeSquaredError parameter) squeeze_outputs (torchmetrics.MultioutputWrapper parameter) state_dict() (torchmetrics.Metric method) std (torchmetrics.BootStrapper parameter) subset_size (torchmetrics.image.kid.KernelInceptionDistance parameter) subsets (torchmetrics.image.kid.KernelInceptionDistance parameter) sync() (torchmetrics.Metric method) sync_context() (torchmetrics.Metric method) T t_test (torchmetrics.functional.kendall_rank_corrcoef parameter) (torchmetrics.KendallRankCorrCoef parameter) target (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve parameter) (torchmetrics.classification.MultilabelRankingLoss parameter) (torchmetrics.functional.audio.complex_scale_invariant_signal_noise_ratio parameter) (torchmetrics.functional.audio.pesq.perceptual_evaluation_speech_quality parameter) (torchmetrics.functional.audio.stoi.short_time_objective_intelligibility parameter) (torchmetrics.functional.classification.binary_accuracy parameter) (torchmetrics.functional.classification.binary_auroc parameter) (torchmetrics.functional.classification.binary_average_precision parameter) (torchmetrics.functional.classification.binary_calibration_error parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.binary_confusion_matrix parameter) (torchmetrics.functional.classification.binary_f1_score parameter) (torchmetrics.functional.classification.binary_fairness parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.binary_groups_stat_rates parameter) (torchmetrics.functional.classification.binary_hamming_distance parameter) (torchmetrics.functional.classification.binary_hinge_loss parameter) (torchmetrics.functional.classification.binary_jaccard_index parameter) (torchmetrics.functional.classification.binary_matthews_corrcoef parameter) (torchmetrics.functional.classification.binary_precision parameter) (torchmetrics.functional.classification.binary_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.binary_precision_recall_curve parameter) (torchmetrics.functional.classification.binary_recall parameter) (torchmetrics.functional.classification.binary_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.binary_roc parameter) (torchmetrics.functional.classification.binary_specificity parameter) (torchmetrics.functional.classification.binary_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.binary_stat_scores parameter) (torchmetrics.functional.classification.equal_opportunity parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_confusion_matrix parameter) (torchmetrics.functional.classification.multiclass_exact_match parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) (torchmetrics.functional.classification.multiclass_jaccard_index parameter) (torchmetrics.functional.classification.multiclass_matthews_corrcoef parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multiclass_precision_recall_curve parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_roc parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_coverage_error parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_matthews_corrcoef parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multilabel_precision_recall_curve parameter) (torchmetrics.functional.classification.multilabel_ranking_average_precision parameter) (torchmetrics.functional.classification.multilabel_ranking_loss parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_roc parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) (torchmetrics.functional.concordance_corrcoef parameter) (torchmetrics.functional.cosine_similarity parameter) (torchmetrics.functional.cramers_v parameter) (torchmetrics.functional.detection.ciou.complete_intersection_over_union parameter) (torchmetrics.functional.detection.diou.distance_intersection_over_union parameter) (torchmetrics.functional.detection.giou.generalized_intersection_over_union parameter) (torchmetrics.functional.detection.iou.intersection_over_union parameter) (torchmetrics.functional.dice parameter) (torchmetrics.functional.explained_variance parameter) (torchmetrics.functional.image.peak_signal_noise_ratio_with_blocked_effect parameter) (torchmetrics.functional.kendall_rank_corrcoef parameter) (torchmetrics.functional.log_cosh_error parameter) (torchmetrics.functional.mean_absolute_error parameter) (torchmetrics.functional.mean_absolute_percentage_error parameter) (torchmetrics.functional.mean_squared_error parameter) (torchmetrics.functional.mean_squared_log_error parameter) (torchmetrics.functional.pearson_corrcoef parameter) (torchmetrics.functional.pearsons_contingency_coefficient parameter) (torchmetrics.functional.r2_score parameter) (torchmetrics.functional.relative_squared_error parameter) (torchmetrics.functional.spearman_corrcoef parameter) (torchmetrics.functional.symmetric_mean_absolute_percentage_error parameter) (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.functional.text.perplexity.perplexity parameter) (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.functional.theils_u parameter) (torchmetrics.functional.tschuprows_t parameter) (torchmetrics.functional.weighted_mean_absolute_percentage_error parameter) (torchmetrics.text.bert.BERTScore parameter) targets (torchmetrics.functional.minkowski_distance parameter) (torchmetrics.functional.tweedie_deviance_score parameter) task (torchmetrics.classification.BinaryFairness parameter) (torchmetrics.functional.classification.binary_fairness parameter) task_metrics (torchmetrics.MultitaskWrapper parameter) task_preds (torchmetrics.MultitaskWrapper.update parameter) task_targets (torchmetrics.MultitaskWrapper.update parameter) temperature (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.infolm.InfoLM parameter) text (torchmetrics.functional.multimodal.clip_score.clip_score parameter) (torchmetrics.multimodal.clip_score.CLIPScore.update parameter) threshold (torchmetrics.classification.BinaryAccuracy parameter) (torchmetrics.classification.BinaryCohenKappa parameter) (torchmetrics.classification.BinaryConfusionMatrix parameter) (torchmetrics.classification.BinaryF1Score parameter) (torchmetrics.classification.BinaryFairness parameter) (torchmetrics.classification.BinaryFBetaScore parameter) (torchmetrics.classification.BinaryGroupStatRates parameter) (torchmetrics.classification.BinaryHammingDistance parameter) (torchmetrics.classification.BinaryJaccardIndex parameter) (torchmetrics.classification.BinaryMatthewsCorrCoef parameter) (torchmetrics.classification.BinaryPrecision parameter) (torchmetrics.classification.BinaryRecall parameter) (torchmetrics.classification.BinarySpecificity parameter) (torchmetrics.classification.BinaryStatScores parameter) (torchmetrics.classification.MultilabelAccuracy parameter) (torchmetrics.classification.MultilabelConfusionMatrix parameter) (torchmetrics.classification.MultilabelExactMatch parameter) (torchmetrics.classification.MultilabelF1Score parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.classification.MultilabelHammingDistance parameter) (torchmetrics.classification.MultilabelJaccardIndex parameter) (torchmetrics.classification.MultilabelMatthewsCorrCoef parameter) (torchmetrics.classification.MultilabelPrecision parameter) (torchmetrics.classification.MultilabelRecall parameter) (torchmetrics.classification.MultilabelSpecificity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.Dice parameter) (torchmetrics.functional.classification.binary_accuracy parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.binary_confusion_matrix parameter) (torchmetrics.functional.classification.binary_f1_score parameter) (torchmetrics.functional.classification.binary_fairness parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.binary_groups_stat_rates parameter) (torchmetrics.functional.classification.binary_hamming_distance parameter) (torchmetrics.functional.classification.binary_jaccard_index parameter) (torchmetrics.functional.classification.binary_matthews_corrcoef parameter) (torchmetrics.functional.classification.binary_precision parameter) (torchmetrics.functional.classification.binary_recall parameter) (torchmetrics.functional.classification.binary_specificity parameter) (torchmetrics.functional.classification.binary_stat_scores parameter) (torchmetrics.functional.classification.demographic_parity parameter) (torchmetrics.functional.classification.equal_opportunity parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_matthews_corrcoef parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) (torchmetrics.functional.dice parameter) thresholds (torchmetrics.classification.BinaryAUROC parameter) (torchmetrics.classification.BinaryAveragePrecision parameter) (torchmetrics.classification.BinaryPrecisionAtFixedRecall parameter) (torchmetrics.classification.BinaryPrecisionRecallCurve parameter) (torchmetrics.classification.BinaryRecallAtFixedPrecision parameter) (torchmetrics.classification.BinaryROC parameter) (torchmetrics.classification.BinarySpecificityAtSensitivity parameter) (torchmetrics.classification.MulticlassAUROC parameter) (torchmetrics.classification.MulticlassAveragePrecision parameter) (torchmetrics.classification.MulticlassPrecisionAtFixedRecall parameter) (torchmetrics.classification.MulticlassPrecisionRecallCurve parameter) (torchmetrics.classification.MulticlassRecallAtFixedPrecision parameter) (torchmetrics.classification.MulticlassROC parameter) (torchmetrics.classification.MulticlassSpecificityAtSensitivity parameter) (torchmetrics.classification.MultilabelAUROC parameter) (torchmetrics.classification.MultilabelAveragePrecision parameter) (torchmetrics.classification.MultilabelPrecisionAtFixedRecall parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve parameter) (torchmetrics.classification.MultilabelRecallAtFixedPrecision parameter) (torchmetrics.classification.MultilabelROC parameter) (torchmetrics.classification.MultilabelSpecificityAtSensitivity parameter) (torchmetrics.functional.classification.binary_auroc parameter) (torchmetrics.functional.classification.binary_average_precision parameter) (torchmetrics.functional.classification.binary_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.binary_precision_recall_curve parameter) (torchmetrics.functional.classification.binary_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.binary_roc parameter) (torchmetrics.functional.classification.binary_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multiclass_precision_recall_curve parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_roc parameter) (torchmetrics.functional.classification.multiclass_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multilabel_precision_recall_curve parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_roc parameter) (torchmetrics.functional.classification.multilabel_specificity_at_sensitivity parameter) together (torchmetrics.MetricCollection.plot parameter) tokenizer (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.text.rouge.ROUGEScore parameter) top_k (torchmetrics.classification.MulticlassAccuracy parameter) (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MulticlassHammingDistance parameter) (torchmetrics.classification.MulticlassPrecision parameter) (torchmetrics.classification.MulticlassRecall parameter) (torchmetrics.classification.MulticlassSpecificity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.Dice parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.dice parameter) topk (torchmetrics.utilities.data.select_topk parameter) type() (torchmetrics.Metric method) U unsync() (torchmetrics.Metric method) update() (torchmetrics.Metric method) update_called (torchmetrics.Metric property) update_count (torchmetrics.Metric property) use_stemmer (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.text.rouge.ROUGEScore parameter) user_forward_fn (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) user_tokenizer (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) V val (torchmetrics.audio.ComplexScaleInvariantSignalNoiseRatio.plot parameter) (torchmetrics.audio.pesq.PerceptualEvaluationSpeechQuality.plot parameter) (torchmetrics.audio.srmr.SpeechReverberationModulationEnergyRatio.plot parameter) (torchmetrics.audio.stoi.ShortTimeObjectiveIntelligibility.plot parameter) (torchmetrics.BootStrapper.plot parameter) (torchmetrics.classification.BinaryAccuracy.plot parameter) (torchmetrics.classification.BinaryAUROC.plot parameter) (torchmetrics.classification.BinaryAveragePrecision.plot parameter) (torchmetrics.classification.BinaryCalibrationError.plot parameter) (torchmetrics.classification.BinaryCohenKappa.plot parameter) (torchmetrics.classification.BinaryConfusionMatrix.plot parameter) (torchmetrics.classification.BinaryF1Score.plot parameter) (torchmetrics.classification.BinaryFairness.plot parameter) (torchmetrics.classification.BinaryFBetaScore.plot parameter) (torchmetrics.classification.BinaryHammingDistance.plot parameter) (torchmetrics.classification.BinaryHingeLoss.plot parameter) (torchmetrics.classification.BinaryJaccardIndex.plot parameter) (torchmetrics.classification.BinaryMatthewsCorrCoef.plot parameter) (torchmetrics.classification.BinaryPrecision.plot parameter) (torchmetrics.classification.BinaryPrecisionAtFixedRecall.plot parameter) (torchmetrics.classification.BinaryRecall.plot parameter) (torchmetrics.classification.BinaryRecallAtFixedPrecision.plot parameter) (torchmetrics.classification.BinarySpecificity.plot parameter) (torchmetrics.classification.MulticlassAccuracy.plot parameter) (torchmetrics.classification.MulticlassAUROC.plot parameter) (torchmetrics.classification.MulticlassAveragePrecision.plot parameter) (torchmetrics.classification.MulticlassCalibrationError.plot parameter) (torchmetrics.classification.MulticlassCohenKappa.plot parameter) (torchmetrics.classification.MulticlassConfusionMatrix.plot parameter) (torchmetrics.classification.MulticlassExactMatch.plot parameter) (torchmetrics.classification.MulticlassF1Score.plot parameter) (torchmetrics.classification.MulticlassFBetaScore.plot parameter) (torchmetrics.classification.MulticlassHammingDistance.plot parameter) (torchmetrics.classification.MulticlassHingeLoss.plot parameter) (torchmetrics.classification.MulticlassJaccardIndex.plot parameter) (torchmetrics.classification.MulticlassMatthewsCorrCoef.plot parameter) (torchmetrics.classification.MulticlassPrecision.plot parameter) (torchmetrics.classification.MulticlassPrecisionAtFixedRecall.plot parameter) (torchmetrics.classification.MulticlassRecall.plot parameter) (torchmetrics.classification.MulticlassRecallAtFixedPrecision.plot parameter) (torchmetrics.classification.MulticlassSpecificity.plot parameter) (torchmetrics.classification.MultilabelAccuracy.plot parameter) (torchmetrics.classification.MultilabelAUROC.plot parameter) (torchmetrics.classification.MultilabelAveragePrecision.plot parameter) (torchmetrics.classification.MultilabelConfusionMatrix.plot parameter) (torchmetrics.classification.MultilabelCoverageError.plot parameter) (torchmetrics.classification.MultilabelExactMatch.plot parameter) (torchmetrics.classification.MultilabelF1Score.plot parameter) (torchmetrics.classification.MultilabelFBetaScore.plot parameter) (torchmetrics.classification.MultilabelHammingDistance.plot parameter) (torchmetrics.classification.MultilabelJaccardIndex.plot parameter) (torchmetrics.classification.MultilabelMatthewsCorrCoef.plot parameter) (torchmetrics.classification.MultilabelPrecision.plot parameter) (torchmetrics.classification.MultilabelPrecisionAtFixedRecall.plot parameter) (torchmetrics.classification.MultilabelRankingAveragePrecision.plot parameter) (torchmetrics.classification.MultilabelRankingLoss.plot parameter) (torchmetrics.classification.MultilabelRecall.plot parameter) (torchmetrics.classification.MultilabelRecallAtFixedPrecision.plot parameter) (torchmetrics.classification.MultilabelSpecificity.plot parameter) (torchmetrics.ClasswiseWrapper.plot parameter) (torchmetrics.ConcordanceCorrCoef.plot parameter) (torchmetrics.CosineSimilarity.plot parameter) (torchmetrics.CramersV.plot parameter) (torchmetrics.detection.ciou.CompleteIntersectionOverUnion.plot parameter) (torchmetrics.detection.diou.DistanceIntersectionOverUnion.plot parameter) (torchmetrics.detection.giou.GeneralizedIntersectionOverUnion.plot parameter) (torchmetrics.detection.iou.IntersectionOverUnion.plot parameter) (torchmetrics.detection.mean_ap.MeanAveragePrecision.plot parameter) (torchmetrics.Dice.plot parameter) (torchmetrics.ExplainedVariance.plot parameter) (torchmetrics.FleissKappa.plot parameter) (torchmetrics.image.ergas.ErrorRelativeGlobalDimensionlessSynthesis.plot parameter) (torchmetrics.image.fid.FrechetInceptionDistance.plot parameter) (torchmetrics.image.inception.InceptionScore.plot parameter) (torchmetrics.image.kid.KernelInceptionDistance.plot parameter) (torchmetrics.image.lpip.LearnedPerceptualImagePatchSimilarity.plot parameter) (torchmetrics.image.mifid.MemorizationInformedFrechetInceptionDistance.plot parameter) (torchmetrics.image.PeakSignalNoiseRatioWithBlockedEffect.plot parameter) (torchmetrics.KendallRankCorrCoef.plot parameter) (torchmetrics.KLDivergence.plot parameter) (torchmetrics.LogCoshError.plot parameter) (torchmetrics.MaxMetric.plot parameter) (torchmetrics.MeanAbsoluteError.plot parameter) (torchmetrics.MeanAbsolutePercentageError.plot parameter) (torchmetrics.MeanMetric.plot parameter) (torchmetrics.MeanSquaredError.plot parameter) (torchmetrics.MeanSquaredLogError.plot parameter) (torchmetrics.MetricCollection.plot parameter) (torchmetrics.MetricTracker.plot parameter) (torchmetrics.MinkowskiDistance.plot parameter) (torchmetrics.MinMaxMetric.plot parameter) (torchmetrics.MinMetric.plot parameter) (torchmetrics.multimodal.clip_score.CLIPScore.plot parameter) (torchmetrics.MultioutputWrapper.plot parameter) (torchmetrics.MultitaskWrapper.plot parameter) (torchmetrics.PearsonCorrCoef.plot parameter) (torchmetrics.PearsonsContingencyCoefficient.plot parameter) (torchmetrics.R2Score.plot parameter) (torchmetrics.RelativeSquaredError.plot parameter) (torchmetrics.SpearmanCorrCoef.plot parameter) (torchmetrics.SumMetric.plot parameter) (torchmetrics.SymmetricMeanAbsolutePercentageError.plot parameter) (torchmetrics.text.bert.BERTScore.plot parameter) (torchmetrics.text.infolm.InfoLM.plot parameter) (torchmetrics.text.perplexity.Perplexity.plot parameter) (torchmetrics.text.rouge.ROUGEScore.plot parameter) (torchmetrics.TheilsU.plot parameter) (torchmetrics.TschuprowsT.plot parameter) (torchmetrics.TweedieDevianceScore.plot parameter) (torchmetrics.WeightedMeanAbsolutePercentageError.plot parameter) (torchmetrics.wrappers.Running.plot parameter) validate_args (torchmetrics.classification.BinaryAccuracy parameter) (torchmetrics.classification.BinaryAUROC parameter) (torchmetrics.classification.BinaryAveragePrecision parameter) (torchmetrics.classification.BinaryCalibrationError parameter) (torchmetrics.classification.BinaryCohenKappa parameter) (torchmetrics.classification.BinaryConfusionMatrix parameter) (torchmetrics.classification.BinaryF1Score parameter) (torchmetrics.classification.BinaryFairness parameter) (torchmetrics.classification.BinaryFBetaScore parameter) (torchmetrics.classification.BinaryGroupStatRates parameter) (torchmetrics.classification.BinaryHammingDistance parameter) (torchmetrics.classification.BinaryHingeLoss parameter) (torchmetrics.classification.BinaryJaccardIndex parameter) (torchmetrics.classification.BinaryMatthewsCorrCoef parameter) (torchmetrics.classification.BinaryPrecision parameter) (torchmetrics.classification.BinaryPrecisionAtFixedRecall parameter) (torchmetrics.classification.BinaryPrecisionRecallCurve parameter) (torchmetrics.classification.BinaryRecall parameter) (torchmetrics.classification.BinaryRecallAtFixedPrecision parameter) (torchmetrics.classification.BinaryROC parameter) (torchmetrics.classification.BinarySpecificity parameter) (torchmetrics.classification.BinarySpecificityAtSensitivity parameter) (torchmetrics.classification.BinaryStatScores parameter) (torchmetrics.classification.MulticlassAccuracy parameter) (torchmetrics.classification.MulticlassAUROC parameter) (torchmetrics.classification.MulticlassAveragePrecision parameter) (torchmetrics.classification.MulticlassCalibrationError parameter) (torchmetrics.classification.MulticlassCohenKappa parameter) (torchmetrics.classification.MulticlassConfusionMatrix parameter) (torchmetrics.classification.MulticlassExactMatch parameter) (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MulticlassHammingDistance parameter) (torchmetrics.classification.MulticlassHingeLoss parameter) (torchmetrics.classification.MulticlassJaccardIndex parameter) (torchmetrics.classification.MulticlassMatthewsCorrCoef parameter) (torchmetrics.classification.MulticlassPrecision parameter) (torchmetrics.classification.MulticlassPrecisionAtFixedRecall parameter) (torchmetrics.classification.MulticlassPrecisionRecallCurve parameter) (torchmetrics.classification.MulticlassRecall parameter) (torchmetrics.classification.MulticlassRecallAtFixedPrecision parameter) (torchmetrics.classification.MulticlassROC parameter) (torchmetrics.classification.MulticlassSpecificity parameter) (torchmetrics.classification.MulticlassSpecificityAtSensitivity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.classification.MultilabelAccuracy parameter) (torchmetrics.classification.MultilabelAUROC parameter) (torchmetrics.classification.MultilabelAveragePrecision parameter) (torchmetrics.classification.MultilabelConfusionMatrix parameter) (torchmetrics.classification.MultilabelCoverageError parameter) (torchmetrics.classification.MultilabelExactMatch parameter) (torchmetrics.classification.MultilabelF1Score parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.classification.MultilabelHammingDistance parameter) (torchmetrics.classification.MultilabelJaccardIndex parameter) (torchmetrics.classification.MultilabelMatthewsCorrCoef parameter) (torchmetrics.classification.MultilabelPrecision parameter) (torchmetrics.classification.MultilabelPrecisionAtFixedRecall parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve parameter) (torchmetrics.classification.MultilabelRankingAveragePrecision parameter) (torchmetrics.classification.MultilabelRankingLoss parameter) (torchmetrics.classification.MultilabelRecall parameter) (torchmetrics.classification.MultilabelRecallAtFixedPrecision parameter) (torchmetrics.classification.MultilabelROC parameter) (torchmetrics.classification.MultilabelSpecificity parameter) (torchmetrics.classification.MultilabelSpecificityAtSensitivity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.functional.classification.binary_accuracy parameter) (torchmetrics.functional.classification.binary_auroc parameter) (torchmetrics.functional.classification.binary_average_precision parameter) (torchmetrics.functional.classification.binary_calibration_error parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.binary_confusion_matrix parameter) (torchmetrics.functional.classification.binary_f1_score parameter) (torchmetrics.functional.classification.binary_fairness parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.binary_groups_stat_rates parameter) (torchmetrics.functional.classification.binary_hamming_distance parameter) (torchmetrics.functional.classification.binary_hinge_loss parameter) (torchmetrics.functional.classification.binary_jaccard_index parameter) (torchmetrics.functional.classification.binary_matthews_corrcoef parameter) (torchmetrics.functional.classification.binary_precision parameter) (torchmetrics.functional.classification.binary_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.binary_precision_recall_curve parameter) (torchmetrics.functional.classification.binary_recall parameter) (torchmetrics.functional.classification.binary_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.binary_roc parameter) (torchmetrics.functional.classification.binary_specificity parameter) (torchmetrics.functional.classification.binary_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.binary_stat_scores parameter) (torchmetrics.functional.classification.demographic_parity parameter) (torchmetrics.functional.classification.equal_opportunity parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_confusion_matrix parameter) (torchmetrics.functional.classification.multiclass_exact_match parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) (torchmetrics.functional.classification.multiclass_jaccard_index parameter) (torchmetrics.functional.classification.multiclass_matthews_corrcoef parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multiclass_precision_recall_curve parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_roc parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_coverage_error parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_matthews_corrcoef parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_precision_at_fixed_recall parameter) (torchmetrics.functional.classification.multilabel_precision_recall_curve parameter) (torchmetrics.functional.classification.multilabel_ranking_average_precision parameter) (torchmetrics.functional.classification.multilabel_ranking_loss parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_roc parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_specificity_at_sensitivity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) variant (torchmetrics.functional.kendall_rank_corrcoef parameter) (torchmetrics.KendallRankCorrCoef parameter) verbose (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.infolm.InfoLM parameter) W weights (torchmetrics.classification.BinaryCohenKappa parameter) (torchmetrics.classification.MulticlassCohenKappa parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) window (torchmetrics.RunningMean parameter) (torchmetrics.RunningSum parameter) (torchmetrics.wrappers.Running parameter) X x (torchmetrics.functional.pairwise_cosine_similarity parameter) (torchmetrics.functional.pairwise_euclidean_distance parameter) (torchmetrics.functional.pairwise_linear_similarity parameter) (torchmetrics.functional.pairwise_manhattan_distance parameter) (torchmetrics.functional.pairwise_minkowski_distance parameter) (torchmetrics.utilities.data.to_categorical parameter) Y y (torchmetrics.functional.pairwise_cosine_similarity parameter) (torchmetrics.functional.pairwise_euclidean_distance parameter) (torchmetrics.functional.pairwise_linear_similarity parameter) (torchmetrics.functional.pairwise_manhattan_distance parameter) (torchmetrics.functional.pairwise_minkowski_distance parameter) Z zero_diagonal (torchmetrics.functional.pairwise_cosine_similarity parameter) (torchmetrics.functional.pairwise_euclidean_distance parameter) (torchmetrics.functional.pairwise_linear_similarity parameter) (torchmetrics.functional.pairwise_manhattan_distance parameter) (torchmetrics.functional.pairwise_minkowski_distance parameter) zero_division (torchmetrics.Dice parameter) (torchmetrics.functional.dice parameter) zero_mean (torchmetrics.audio.ComplexScaleInvariantSignalNoiseRatio parameter) (torchmetrics.functional.audio.complex_scale_invariant_signal_noise_ratio parameter)