Index

_

__init__() (torcheval.metrics.AUC method) (torcheval.metrics.BinaryAccuracy method) (torcheval.metrics.BinaryAUPRC method) (torcheval.metrics.BinaryAUROC method) (torcheval.metrics.BinaryBinnedAUROC method) (torcheval.metrics.BinaryBinnedPrecisionRecallCurve method) (torcheval.metrics.BinaryConfusionMatrix method) (torcheval.metrics.BinaryF1Score method) (torcheval.metrics.BinaryNormalizedEntropy method) (torcheval.metrics.BinaryPrecision method) (torcheval.metrics.BinaryPrecisionRecallCurve method) (torcheval.metrics.BinaryRecall method) (torcheval.metrics.BinaryRecallAtFixedPrecision method) (torcheval.metrics.BLEUScore method) (torcheval.metrics.Cat method) (torcheval.metrics.ClickThroughRate method) (torcheval.metrics.HitRate method) (torcheval.metrics.Max method) (torcheval.metrics.Mean method) (torcheval.metrics.MeanSquaredError method) (torcheval.metrics.Min method) (torcheval.metrics.MulticlassAccuracy method) (torcheval.metrics.MulticlassAUPRC method) (torcheval.metrics.MulticlassAUROC method) (torcheval.metrics.MulticlassBinnedAUROC method) (torcheval.metrics.MulticlassBinnedPrecisionRecallCurve method) (torcheval.metrics.MulticlassConfusionMatrix method) (torcheval.metrics.MulticlassF1Score method) (torcheval.metrics.MulticlassPrecision method) (torcheval.metrics.MulticlassPrecisionRecallCurve method) (torcheval.metrics.MulticlassRecall method) (torcheval.metrics.MultilabelAccuracy method) (torcheval.metrics.MultilabelAUPRC method) (torcheval.metrics.MultilabelPrecisionRecallCurve method) (torcheval.metrics.MultilabelRecallAtFixedPrecision method) (torcheval.metrics.Perplexity method) (torcheval.metrics.R2Score method) (torcheval.metrics.ReciprocalRank method) (torcheval.metrics.Sum method) (torcheval.metrics.Throughput method) (torcheval.metrics.TopKMultilabelAccuracy method) (torcheval.metrics.WeightedCalibration method) (torcheval.metrics.WindowedBinaryAUROC method) (torcheval.metrics.WindowedBinaryNormalizedEntropy method) (torcheval.metrics.WindowedClickThroughRate method) (torcheval.metrics.WindowedMeanSquaredError method) (torcheval.metrics.WindowedWeightedCalibration method) (torcheval.metrics.WordErrorRate method) (torcheval.metrics.WordInformationLost method) (torcheval.metrics.WordInformationPreserved method)

A

AUC (class in torcheval.metrics)

auc() (in module torcheval.metrics.functional)

B

binary_accuracy() (in module torcheval.metrics.functional) binary_auprc() (in module torcheval.metrics.functional) binary_auroc() (in module torcheval.metrics.functional) binary_binned_auroc() (in module torcheval.metrics.functional) binary_binned_precision_recall_curve() (in module torcheval.metrics.functional) binary_confusion_matrix() (in module torcheval.metrics.functional) binary_f1_score() (in module torcheval.metrics.functional) binary_normalized_entropy() (in module torcheval.metrics.functional) binary_precision() (in module torcheval.metrics.functional) binary_precision_recall_curve() (in module torcheval.metrics.functional) binary_recall() (in module torcheval.metrics.functional) binary_recall_at_fixed_precision() (in module torcheval.metrics.functional) BinaryAccuracy (class in torcheval.metrics)

BinaryAUPRC (class in torcheval.metrics) BinaryAUROC (class in torcheval.metrics) BinaryBinnedAUROC (class in torcheval.metrics) BinaryBinnedPrecisionRecallCurve (class in torcheval.metrics) BinaryConfusionMatrix (class in torcheval.metrics) BinaryF1Score (class in torcheval.metrics) BinaryNormalizedEntropy (class in torcheval.metrics) BinaryPrecision (class in torcheval.metrics) BinaryPrecisionRecallCurve (class in torcheval.metrics) BinaryRecall (class in torcheval.metrics) BinaryRecallAtFixedPrecision (class in torcheval.metrics) bleu_score() (in module torcheval.metrics.functional) BLEUScore (class in torcheval.metrics)

C

Cat (class in torcheval.metrics) classwise_converter() (in module torcheval.metrics.toolkit) click_through_rate() (in module torcheval.metrics.functional)

ClickThroughRate (class in torcheval.metrics) clone_metric() (in module torcheval.metrics.toolkit) clone_metrics() (in module torcheval.metrics.toolkit)

F

flops_backward (torcheval.tools.ModuleSummary property) flops_forward (torcheval.tools.ModuleSummary property)

forward_elapsed_time_ms (torcheval.tools.ModuleSummary property) frequency_at_k() (in module torcheval.metrics.functional)

G

get_module_summary() (in module torcheval.tools) get_summary_table() (in module torcheval.tools) get_synced_metric() (in module torcheval.metrics.toolkit)

get_synced_metric_collection() (in module torcheval.metrics.toolkit) get_synced_state_dict() (in module torcheval.metrics.toolkit) get_synced_state_dict_collection() (in module torcheval.metrics.toolkit)

H

has_uninitialized_param (torcheval.tools.ModuleSummary property)

hit_rate() (in module torcheval.metrics.functional) HitRate (class in torcheval.metrics)

I

in_size (torcheval.tools.ModuleSummary property)

M

Max (class in torcheval.metrics) Mean (class in torcheval.metrics) mean() (in module torcheval.metrics.functional) mean_squared_error() (in module torcheval.metrics.functional) MeanSquaredError (class in torcheval.metrics) Min (class in torcheval.metrics) module torcheval.metrics torcheval.metrics.functional torcheval.metrics.toolkit torcheval.tools module_name (torcheval.tools.ModuleSummary property) module_type (torcheval.tools.ModuleSummary property) ModuleSummary (class in torcheval.tools) multiclass_accuracy() (in module torcheval.metrics.functional) multiclass_auprc() (in module torcheval.metrics.functional) multiclass_auroc() (in module torcheval.metrics.functional) multiclass_binned_auroc() (in module torcheval.metrics.functional) multiclass_binned_precision_recall_curve() (in module torcheval.metrics.functional) multiclass_confusion_matrix() (in module torcheval.metrics.functional) multiclass_f1_score() (in module torcheval.metrics.functional)

multiclass_precision() (in module torcheval.metrics.functional) multiclass_precision_recall_curve() (in module torcheval.metrics.functional) multiclass_recall() (in module torcheval.metrics.functional) MulticlassAccuracy (class in torcheval.metrics) MulticlassAUPRC (class in torcheval.metrics) MulticlassAUROC (class in torcheval.metrics) MulticlassBinnedAUROC (class in torcheval.metrics) MulticlassBinnedPrecisionRecallCurve (class in torcheval.metrics) MulticlassConfusionMatrix (class in torcheval.metrics) MulticlassF1Score (class in torcheval.metrics) MulticlassPrecision (class in torcheval.metrics) MulticlassPrecisionRecallCurve (class in torcheval.metrics) MulticlassRecall (class in torcheval.metrics) multilabel_accuracy() (in module torcheval.metrics.functional) multilabel_auprc() (in module torcheval.metrics.functional) multilabel_precision_recall_curve() (in module torcheval.metrics.functional) multilabel_recall_at_fixed_precision() (in module torcheval.metrics.functional) MultilabelAccuracy (class in torcheval.metrics) MultilabelAUPRC (class in torcheval.metrics) MultilabelPrecisionRecallCurve (class in torcheval.metrics) MultilabelRecallAtFixedPrecision (class in torcheval.metrics)

N

num_collisions() (in module torcheval.metrics.functional)

num_parameters (torcheval.tools.ModuleSummary property) num_trainable_parameters (torcheval.tools.ModuleSummary property)

O

out_size (torcheval.tools.ModuleSummary property)

P

Perplexity (class in torcheval.metrics)

perplexity() (in module torcheval.metrics.functional) prune_module_summary() (in module torcheval.tools)

R

r2_score() (in module torcheval.metrics.functional) R2Score (class in torcheval.metrics)

reciprocal_rank() (in module torcheval.metrics.functional) ReciprocalRank (class in torcheval.metrics) reset_metrics() (in module torcheval.metrics.toolkit)

S

size_bytes (torcheval.tools.ModuleSummary property) submodule_summaries (torcheval.tools.ModuleSummary property) Sum (class in torcheval.metrics)

sum() (in module torcheval.metrics.functional) sync_and_compute() (in module torcheval.metrics.toolkit) sync_and_compute_collection() (in module torcheval.metrics.toolkit)

T

Throughput (class in torcheval.metrics) throughput() (in module torcheval.metrics.functional) to_device() (in module torcheval.metrics.toolkit) topk_multilabel_accuracy() (in module torcheval.metrics.functional) TopKMultilabelAccuracy (class in torcheval.metrics) torcheval.metrics module

torcheval.metrics.functional module torcheval.metrics.toolkit module torcheval.tools module

W

weighted_calibration() (in module torcheval.metrics.functional) WeightedCalibration (class in torcheval.metrics) WindowedBinaryAUROC (class in torcheval.metrics) WindowedBinaryNormalizedEntropy (class in torcheval.metrics) WindowedClickThroughRate (class in torcheval.metrics) WindowedMeanSquaredError (class in torcheval.metrics)

WindowedWeightedCalibration (class in torcheval.metrics) word_error_rate() (in module torcheval.metrics.functional) word_information_lost() (in module torcheval.metrics.functional) word_information_preserved() (in module torcheval.metrics.functional) WordErrorRate (class in torcheval.metrics) WordInformationLost (class in torcheval.metrics) WordInformationPreserved (class in torcheval.metrics)