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functional)	CatMetric	MaxMetric
MeanMetric	MinMetricRunningMean
RunningSum	SumMetric)_PermutationInvariantTraining)$_ScaleInvariantSignalDistortionRatio)_ScaleInvariantSignalNoiseRatio)_SignalDistortionRatio)_SignalNoiseRatio)AUROCROCAccuracyAveragePrecisionCalibrationError
CohenKappaConfusionMatrixDice
ExactMatchF1Score
FBetaScoreHammingDistance	HingeLossJaccardIndexMatthewsCorrCoef	PrecisionPrecisionAtFixedRecallPrecisionRecallCurveRecallRecallAtFixedPrecisionSpecificitySpecificityAtSensitivity
StatScores)MetricCollection)_ModifiedPanopticQuality)_PanopticQuality)*_ErrorRelativeGlobalDimensionlessSynthesis)+_MultiScaleStructuralSimilarityIndexMeasure)_PeakSignalNoiseRatio)_RelativeAverageSpectralError)'_RootMeanSquaredErrorUsingSlidingWindow)_SpectralAngleMapper)_SpectralDistortionIndex)!_StructuralSimilarityIndexMeasure)_TotalVariation)_UniversalImageQualityIndex)Metric)CramersVFleissKappaPearsonsContingencyCoefficientTheilsUTschuprowsT)ConcordanceCorrCoefCosineSimilarityExplainedVarianceKendallRankCorrCoefKLDivergenceLogCoshErrorMeanAbsoluteErrorMeanAbsolutePercentageErrorMeanSquaredErrorMeanSquaredLogErrorMinkowskiDistancePearsonCorrCoefR2ScoreRelativeSquaredErrorSpearmanCorrCoef$SymmetricMeanAbsolutePercentageErrorTweedieDevianceScore#WeightedMeanAbsolutePercentageError)_RetrievalFallOut)_RetrievalHitRate)_RetrievalMAP)_RetrievalMRR)_RetrievalNormalizedDCG)_RetrievalPrecision)_RetrievalPrecisionRecallCurve)_RetrievalRecall) _RetrievalRecallAtFixedPrecision)_RetrievalRPrecision)
_BLEUScore)_CharErrorRate)
_CHRFScore)_ExtendedEditDistance)_MatchErrorRate)_Perplexity)_SacreBLEUScore)_SQuAD)_TranslationEditRate)_WordErrorRate)_WordInfoLost)_WordInfoPreserved)BootStrapperClasswiseWrapperMetricTrackerMinMaxMetricMultioutputWrapperMultitaskWrapper)er   r   r   r   	BLEUScorerc   r   r   rd   CharErrorRate	CHRFScorer;   r   r   r<   r6   r   rK   )ErrorRelativeGlobalDimensionlessSynthesisr   r=   ExtendedEditDistancer   r   r7   r   r   r   r>   r?   r@   MatchErrorRater   r   rA   rB   r   rC   rD   r5   r(   re   rE   rf   r   ModifiedPanopticQualityrg   rh   *MultiScaleStructuralSimilarityIndexMeasurePanopticQualityrF   r8   PermutationInvariantTraining
Perplexityr    r!   r"   PeakSignalNoiseRatiorG   r#   r$   RelativeAverageSpectralErrorrH   RetrievalFallOutRetrievalHitRateRetrievalMAPRetrievalMRRRetrievalNormalizedDCGRetrievalPrecisionRetrievalRecallRetrievalRPrecisionRetrievalPrecisionRecallCurveRetrievalRecallAtFixedPrecisionr   &RootMeanSquaredErrorUsingSlidingWindowr	   r
   SacreBLEUScoreSignalDistortionRatio#ScaleInvariantSignalDistortionRatioScaleInvariantSignalNoiseRatioSignalNoiseRatiorI   r%   r&   SpectralAngleMapperSpectralDistortionIndexSQuAD StructuralSimilarityIndexMeasurer'   r   rJ   r9   TotalVariationTranslationEditRater:   UniversalImageQualityIndexrL   WordErrorRateWordInfoLostWordInfoPreserved)__doc__loggingZ	__loggingosZtorchmetrics.__about__	getLoggerZ_logger
addHandlerStreamHandlersetLevelINFOpathdirname__file__Z_PACKAGE_ROOTZ_PROJECT_ROOTr   r   Ztorchmetrics.aggregationr   r   r   r   r	   r
   r   Ztorchmetrics.audio._deprecatedr   rr   r   r   r   r   r   r   r   r   Ztorchmetrics.classificationr   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r    r!   r"   r#   r$   r%   r&   r'   Ztorchmetrics.collectionsr(   Z"torchmetrics.detection._deprecatedr)   ro   r*   rq   Ztorchmetrics.image._deprecatedr+   rl   r,   rp   r-   rt   r.   ru   r/   r   r0   r   r1   r   r2   r   r3   r   r4   r   Ztorchmetrics.metricr5   Ztorchmetrics.nominalr6   r7   r8   r9   r:   Ztorchmetrics.regressionr;   r<   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   rI   rJ   rK   rL   Z"torchmetrics.retrieval._deprecatedrM   rv   rN   rw   rO   rx   rP   ry   rQ   rz   rR   r{   rS   r~   rT   r|   rU   r   rV   r}   Ztorchmetrics.text._deprecatedrW   ri   rX   rj   rY   rk   rZ   rm   r[   rn   r\   rs   r]   r   r^   r   r_   r   r`   r   ra   r   rb   r   Ztorchmetrics.wrappersrc   rd   re   rf   rg   rh   __all__ r   r   ^/var/www/html/stable-diffusion-webui/venv/lib/python3.9/site-packages/torchmetrics/__init__.py<module>   sp   
$	dP 	