Index _ | A | B | C | D | E | F | G | H | I | L | M | N | O | P | Q | R | S | T | U | W _ __init__() (catalyst.contrib.data.sampler.BalanceBatchSampler method) (catalyst.contrib.data.sampler.DynamicBalanceClassSampler method) (catalyst.contrib.data.sampler_inbatch.AllTripletsSampler method) (catalyst.contrib.data.sampler_inbatch.HardTripletsSampler method) (catalyst.contrib.data.transforms.Compose method) (catalyst.contrib.data.transforms.ImageToTensor method) (catalyst.contrib.data.transforms.NormalizeImage method) (catalyst.contrib.datasets.cifar.CIFAR10 method) (catalyst.contrib.datasets.cifar.CIFAR100 method) (catalyst.contrib.datasets.imagenette.Imagenette method) (catalyst.contrib.datasets.imagenette.Imagenette160 method) (catalyst.contrib.datasets.imagenette.Imagenette320 method) (catalyst.contrib.datasets.imagewang.Imagewang method) (catalyst.contrib.datasets.imagewang.Imagewang160 method) (catalyst.contrib.datasets.imagewang.Imagewang320 method) (catalyst.contrib.datasets.Imagewoof160 method) (catalyst.contrib.datasets.Imagewoof320 method) (catalyst.contrib.datasets.mnist.MNIST method) (catalyst.contrib.datasets.movielens.MovieLens method) (catalyst.contrib.layers.se.cSE method) (catalyst.contrib.layers.se.scSE method) (catalyst.contrib.layers.se.sSE method) (catalyst.contrib.losses.circle.CircleLoss method) (catalyst.contrib.losses.contrastive.BarlowTwinsLoss method) (catalyst.contrib.losses.dice.DiceLoss method) (catalyst.contrib.losses.focal.FocalLossBinary method) (catalyst.contrib.losses.focal.FocalLossMultiClass method) (catalyst.contrib.losses.iou.IoULoss method) (catalyst.contrib.losses.ntxent.NTXentLoss method) (catalyst.contrib.losses.regression.HuberLossV0 method) (catalyst.contrib.losses.supervised_contrastive.SupervisedContrastiveLoss method) (catalyst.contrib.losses.trevsky.FocalTrevskyLoss method) (catalyst.contrib.losses.trevsky.TrevskyLoss method) (catalyst.contrib.losses.triplet.TripletMarginLossWithSampler method) (catalyst.contrib.optimizers.adamp.AdamP method) (catalyst.contrib.optimizers.lamb.Lamb method) (catalyst.contrib.optimizers.lookahead.Lookahead method) (catalyst.contrib.optimizers.qhadamw.QHAdamW method) (catalyst.contrib.optimizers.radam.RAdam method) (catalyst.contrib.optimizers.ralamb.Ralamb method) (catalyst.contrib.optimizers.sgdp.SGDP method) (catalyst.contrib.schedulers.onecycle.OneCycleLRWithWarmup method) A AccumulativeMetric (class in catalyst.metrics._accumulative) accuracy() (in module catalyst.metrics.functional._accuracy) AccuracyCallback (class in catalyst.callbacks.metrics.accuracy) AccuracyMetric (class in catalyst.metrics._accuracy) AdaCos (class in catalyst.contrib.layers.cosface) AdamP (class in catalyst.contrib.optimizers.adamp) AdaptiveHingeLoss (class in catalyst.contrib.losses.recsys) AdditiveMetric (class in catalyst.metrics._additive) all_gather() (in module catalyst.utils.distributed) AllTripletsSampler (class in catalyst.contrib.data.sampler_inbatch) AMSoftmax (class in catalyst.contrib.layers.amsoftmax) any2device() (in module catalyst.utils.torch) ArcFace (class in catalyst.contrib.layers.arcface) ArcMarginProduct (class in catalyst.contrib.layers.arcmargin) auc() (in module catalyst.metrics.functional._auc) AUCCallback (class in catalyst.callbacks.metrics.auc) AUCMetric (class in catalyst.metrics._auc) average_precision() (in module catalyst.metrics.functional._average_precision) B Backward (catalyst.core.callback.CallbackOrder attribute) backward (catalyst.core.callback.CallbackOrder attribute) BackwardCallback (class in catalyst.callbacks.backward) BalanceBatchSampler (class in catalyst.contrib.data.sampler) BalanceClassSampler (class in catalyst.data.sampler) BarlowTwinsLoss (class in catalyst.contrib.losses.contrastive) batch_size() (catalyst.contrib.data.sampler.BalanceBatchSampler property) BatchBalanceClassSampler (class in catalyst.data.sampler) batches_in_epoch() (catalyst.contrib.data.sampler.BalanceBatchSampler property) BatchLimitLoaderWrapper (class in catalyst.data.loader) BatchMetricCallback (class in catalyst.callbacks.metric) BatchOverfitCallback (class in catalyst.callbacks.batch_overfit) BatchPrefetchLoaderWrapper (class in catalyst.data.loader) BatchTransformCallback (class in catalyst.callbacks.batch_transform) binary_auc() (in module catalyst.metrics.functional._auc) binary_average_precision() (in module catalyst.metrics.functional._average_precision) BinaryPrecisionRecallF1Metric (class in catalyst.metrics._classification) boolean_flag() (in module catalyst.utils.misc) BPRLoss (class in catalyst.contrib.losses.recsys) C Callback (class in catalyst.core.callback) CallbackOrder (class in catalyst.core.callback) CallbackWrapper (class in catalyst.core.callback) catalyst.callbacks (module) catalyst.callbacks.metrics (module) catalyst.contrib.data (module) catalyst.contrib.datasets (module) catalyst.contrib.layers.softmax (module) catalyst.contrib.utils.image (module) catalyst.contrib.utils.report (module) catalyst.contrib.utils.thresholds (module) catalyst.contrib.utils.visualization (module) catalyst.core (module) catalyst.metrics (module) catalyst.metrics.functional._accuracy (module) catalyst.metrics.functional._auc (module) catalyst.metrics.functional._average_precision (module) catalyst.metrics.functional._classification (module) catalyst.metrics.functional._cmc_score (module) catalyst.metrics.functional._f1_score (module) catalyst.metrics.functional._focal (module) catalyst.metrics.functional._hitrate (module) catalyst.metrics.functional._misc (module) catalyst.metrics.functional._mrr (module) catalyst.metrics.functional._ndcg (module) catalyst.metrics.functional._precision (module) catalyst.metrics.functional._r2_squared (module) catalyst.metrics.functional._recall (module) catalyst.metrics.functional._segmentation (module) catalyst.utils.config (module) catalyst.utils.distributed (module) catalyst.utils.misc (module) catalyst.utils.onnx (module) catalyst.utils.pruning (module) catalyst.utils.quantization (module) catalyst.utils.torch (module) catalyst.utils.tracing (module) check_consistent_length() (in module catalyst.metrics.functional._misc) Checkpoint (catalyst.core.callback.CallbackOrder attribute) checkpoint (catalyst.core.callback.CallbackOrder attribute) CheckpointCallback (class in catalyst.callbacks.checkpoint) CheckRunCallback (class in catalyst.callbacks.misc) CIFAR10 (class in catalyst.contrib.datasets.cifar) CIFAR100 (class in catalyst.contrib.datasets.cifar) CircleLoss (class in catalyst.contrib.losses.circle) cleanup() (catalyst.core.engine.Engine method) close_log() (catalyst.core.logger.ILogger method) cmc_score() (in module catalyst.metrics.functional._cmc_score) cmc_score_count() (in module catalyst.metrics.functional._cmc_score) CMCMetric (class in catalyst.metrics._cmc_score) CMCScoreCallback (class in catalyst.callbacks.metrics.cmc_score) CometLogger (class in catalyst.loggers.comet) Compose (class in catalyst.contrib.data.transforms) compute() (catalyst.metrics._accumulative.AccumulativeMetric method) (catalyst.metrics._additive.AdditiveMetric method) (catalyst.metrics._metric.IMetric method) compute_key_value() (catalyst.metrics._accumulative.AccumulativeMetric method) (catalyst.metrics._metric.ICallbackBatchMetric method) (catalyst.metrics._metric.ICallbackLoaderMetric method) ConfusionMatrixCallback (class in catalyst.callbacks.metrics.confusion_matrix) ConfusionMatrixMetric (class in catalyst.metrics._confusion_matrix) ConsoleLogger (class in catalyst.loggers.console) ControlFlowCallbackWrapper (class in catalyst.callbacks.control_flow) CosFace (class in catalyst.contrib.layers.cosface) CPUEngine (class in catalyst.engines.torch) CriterionCallback (class in catalyst.callbacks.criterion) cSE (class in catalyst.contrib.layers.se) CSVLogger (class in catalyst.loggers.csv) CurricularFace (class in catalyst.contrib.layers.curricularface) D DataParallelEngine (class in catalyst.engines.torch) DatasetFromSampler (class in catalyst.data.dataset) dcg() (in module catalyst.metrics.functional._ndcg) ddp_reduce() (in module catalyst.utils.distributed) dice() (in module catalyst.metrics.functional._segmentation) DiceCallback (class in catalyst.callbacks.metrics.segmentation) DiceLoss (class in catalyst.contrib.losses.dice) DiceMetric (class in catalyst.metrics._segmentation) DistributedDataParallelEngine (class in catalyst.engines.torch) DistributedSamplerWrapper (class in catalyst.data.sampler) DistributedXLAEngine (class in catalyst.engines.torch) DynamicBalanceClassSampler (class in catalyst.contrib.data.sampler) (class in catalyst.data.sampler) E EarlyStoppingCallback (class in catalyst.callbacks.misc) Engine (class in catalyst.core.engine) evaluate_loader() (catalyst.runners.runner.Runner method) External (catalyst.core.callback.CallbackOrder attribute) external (catalyst.core.callback.CallbackOrder attribute) extra_repr() (catalyst.contrib.layers.factorized.FactorizedLinear method) F f1_score() (in module catalyst.metrics.functional._f1_score) f1score() (in module catalyst.metrics.functional._classification) FactorizedLinear (class in catalyst.contrib.layers.factorized) fbeta_score() (in module catalyst.metrics.functional._f1_score) flatten_dict() (in module catalyst.utils.misc) flush_log() (catalyst.core.logger.ILogger method) FocalLossBinary (class in catalyst.contrib.losses.focal) FocalLossMultiClass (class in catalyst.contrib.losses.focal) FocalTrevskyLoss (class in catalyst.contrib.losses.trevsky) forward() (catalyst.contrib.layers.amsoftmax.AMSoftmax method) (catalyst.contrib.layers.arcface.ArcFace method) (catalyst.contrib.layers.arcface.SubCenterArcFace method) (catalyst.contrib.layers.arcmargin.ArcMarginProduct method) (catalyst.contrib.layers.cosface.AdaCos method) (catalyst.contrib.layers.cosface.CosFace method) (catalyst.contrib.layers.curricularface.CurricularFace method) (catalyst.contrib.layers.factorized.FactorizedLinear method) (catalyst.contrib.layers.softmax.SoftMax method) (catalyst.contrib.losses.recsys.AdaptiveHingeLoss method) (catalyst.contrib.losses.recsys.BPRLoss method) (catalyst.contrib.losses.recsys.HingeLoss method) (catalyst.contrib.losses.recsys.LogisticLoss method) (catalyst.contrib.losses.recsys.RocStarLoss method) (catalyst.contrib.losses.recsys.WARPLoss method) (catalyst.contrib.losses.regression.HuberLossV0 method) (catalyst.contrib.losses.regression.RSquareLoss method) (catalyst.runners.supervised.ISupervisedRunner method) FunctionalBatchMetric (class in catalyst.metrics._functional_metric) FunctionalLoaderMetric (class in catalyst.metrics._functional_metric) FunctionalMetricCallback (class in catalyst.callbacks.metrics.functional_metric) G get_aggregated_metrics() (in module catalyst.metrics.functional._classification) get_attr() (in module catalyst.utils.misc) get_available_engine() (in module catalyst.utils.torch) get_available_gpus() (in module catalyst.utils.torch) get_backend() (in module catalyst.utils.distributed) get_baseline_thresholds() (in module catalyst.contrib.utils.thresholds) get_best_multiclass_thresholds() (in module catalyst.contrib.utils.thresholds) get_best_multilabel_thresholds() (in module catalyst.contrib.utils.thresholds) get_binary_metrics() (in module catalyst.metrics.functional._classification) get_binary_statistics() (in module catalyst.metrics.functional._misc) get_binary_threshold() (in module catalyst.contrib.utils.thresholds) get_binary_threshold_cv() (in module catalyst.contrib.utils.thresholds) get_by_keys() (in module catalyst.utils.misc) get_callbacks() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) (catalyst.runners.supervised.SupervisedRunner method) get_classification_report() (in module catalyst.contrib.utils.report) get_criterion() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_default_topk() (in module catalyst.metrics.functional._misc) get_device() (in module catalyst.utils.torch) get_engine() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_hash() (in module catalyst.utils.misc) get_loaders() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_loggers() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_model() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_multiclass_statistics() (in module catalyst.metrics.functional._misc) get_multiclass_thresholds() (in module catalyst.contrib.utils.thresholds) get_multiclass_thresholds_greedy() (in module catalyst.contrib.utils.thresholds) get_multilabel_statistics() (in module catalyst.metrics.functional._misc) get_multilabel_thresholds() (in module catalyst.contrib.utils.thresholds) get_multilabel_thresholds_cv() (in module catalyst.contrib.utils.thresholds) get_multilabel_thresholds_greedy() (in module catalyst.contrib.utils.thresholds) get_nn_from_ddp_module() (in module catalyst.utils.distributed) get_optimizer() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_optimizer_momentum() (in module catalyst.utils.torch) get_optimizer_momentum_list() (in module catalyst.utils.torch) get_pruning_fn() (in module catalyst.utils.pruning) get_rank() (in module catalyst.utils.distributed) get_requires_grad() (in module catalyst.utils.torch) get_scheduler() (catalyst.core.runner.IRunner method) (catalyst.runners.runner.Runner method) get_segmentation_statistics() (in module catalyst.metrics.functional._segmentation) get_short_hash() (in module catalyst.utils.misc) get_thresholds_greedy() (in module catalyst.contrib.utils.thresholds) get_utcnow_time() (in module catalyst.utils.misc) get_world_size() (in module catalyst.utils.distributed) GPUEngine (class in catalyst.engines.torch) H handle_batch() (catalyst.core.runner.IRunner method) (catalyst.runners.supervised.ISupervisedRunner method) HardClusterSampler (class in catalyst.contrib.data.sampler_inbatch) HardTripletsSampler (class in catalyst.contrib.data.sampler_inbatch) has_image_extension() (in module catalyst.contrib.utils.image) HingeLoss (class in catalyst.contrib.losses.recsys) hitrate() (in module catalyst.metrics.functional._hitrate) HitrateCallback (class in catalyst.callbacks.metrics.recsys) HitrateMetric (class in catalyst.metrics._hitrate) hparams() (catalyst.core.runner.IRunner property) (catalyst.runners.runner.Runner property) HuberLossV0 (class in catalyst.contrib.losses.regression) I ICallback (class in catalyst.core.callback) ICallbackBatchMetric (class in catalyst.metrics._metric) ICallbackLoaderMetric (class in catalyst.metrics._metric) ILogger (class in catalyst.core.logger) Imagenette (class in catalyst.contrib.datasets.imagenette) Imagenette160 (class in catalyst.contrib.datasets.imagenette) Imagenette320 (class in catalyst.contrib.datasets.imagenette) ImageToTensor (class in catalyst.contrib.data.transforms) Imagewang (class in catalyst.contrib.datasets.imagewang) Imagewang160 (class in catalyst.contrib.datasets.imagewang) Imagewang320 (class in catalyst.contrib.datasets.imagewang) imagewoof (in module catalyst.contrib.datasets) Imagewoof160 (class in catalyst.contrib.datasets) Imagewoof320 (class in catalyst.contrib.datasets) IMetric (class in catalyst.metrics._metric) imread() (in module catalyst.contrib.utils.image) imsave() (in module catalyst.contrib.utils.image) imwrite() (in module catalyst.contrib.utils.image) InBatchTripletsSampler (class in catalyst.contrib.data.sampler_inbatch) Internal (catalyst.core.callback.CallbackOrder attribute) internal (catalyst.core.callback.CallbackOrder attribute) iou() (in module catalyst.metrics.functional._segmentation) IOUCallback (class in catalyst.callbacks.metrics.segmentation) IoULoss (class in catalyst.contrib.losses.iou) IOUMetric (class in catalyst.metrics._segmentation) IRunner (class in catalyst.core.runner) IRunnerError (class in catalyst.core.runner) is_ddp() (catalyst.core.engine.Engine property) ISupervisedRunner (class in catalyst.runners.supervised) L Lamb (class in catalyst.contrib.optimizers.lamb) load_config() (in module catalyst.utils.config) LoaderMetricCallback (class in catalyst.callbacks.metric) log_artifact() (catalyst.core.logger.ILogger method) log_batch_metrics() (catalyst.core.logger.ILogger property) log_epoch_metrics() (catalyst.core.logger.ILogger property) log_hparams() (catalyst.core.logger.ILogger method) (catalyst.core.runner.IRunner method) log_image() (catalyst.core.logger.ILogger method) (catalyst.core.runner.IRunner method) log_metrics() (catalyst.core.logger.ILogger method) (catalyst.core.runner.IRunner method) logger() (catalyst.core.logger.ILogger property) LogisticLoss (class in catalyst.contrib.losses.recsys) Lookahead (class in catalyst.contrib.optimizers.lookahead) LRFinder (class in catalyst.callbacks.scheduler) M make_tuple() (in module catalyst.utils.misc) MAPCallback (class in catalyst.callbacks.metrics.recsys) MAPMetric (class in catalyst.metrics._map) masked_cmc_score() (in module catalyst.metrics.functional._cmc_score) maybe_recursive_call() (in module catalyst.utils.misc) mean_average_precision() (in module catalyst.metrics.functional._average_precision) mean_reduce() (in module catalyst.utils.distributed) mean_reduce_ddp_metrics() (catalyst.core.engine.Engine method) merge_dicts() (in module catalyst.utils.misc) Metric (catalyst.core.callback.CallbackOrder attribute) metric (catalyst.core.callback.CallbackOrder attribute) metric_aggregation (catalyst.core.callback.CallbackOrder attribute) MetricAggregation (catalyst.core.callback.CallbackOrder attribute) MetricAggregationCallback (class in catalyst.callbacks.metric_aggregation) mimread() (in module catalyst.contrib.utils.image) MiniEpochSampler (class in catalyst.data.sampler) mixup_batch() (in module catalyst.utils.torch) MixupCallback (class in catalyst.callbacks.mixup) MLflowLogger (class in catalyst.loggers.mlflow) MNIST (class in catalyst.contrib.datasets.mnist) MovieLens (class in catalyst.contrib.datasets.movielens) mrr() (in module catalyst.metrics.functional._mrr) MRRCallback (class in catalyst.callbacks.metrics.recsys) MRRMetric (class in catalyst.metrics._mrr) MulticlassPrecisionRecallF1SupportMetric (class in catalyst.metrics._classification) multilabel_accuracy() (in module catalyst.metrics.functional._accuracy) MultilabelAccuracyCallback (class in catalyst.callbacks.metrics.accuracy) MultilabelAccuracyMetric (class in catalyst.metrics._accuracy) MultilabelPrecisionRecallF1SupportCallback (class in catalyst.callbacks.metrics.classification) MultilabelPrecisionRecallF1SupportMetric (class in catalyst.metrics._classification) N ndcg() (in module catalyst.metrics.functional._ndcg) NDCGCallback (class in catalyst.callbacks.metrics.recsys) NDCGMetric (class in catalyst.metrics._ndcg) NeptuneLogger (class in catalyst.loggers.neptune) NormalizeImage (class in catalyst.contrib.data.transforms) NTXentLoss (class in catalyst.contrib.losses.ntxent) num_epochs() (catalyst.core.runner.IRunner property) (catalyst.runners.runner.Runner property) O on_batch_end() (catalyst.core.callback.ICallback method) on_batch_start() (catalyst.core.callback.ICallback method) on_epoch_end() (catalyst.core.callback.ICallback method) on_epoch_end_best() (catalyst.callbacks.checkpoint.CheckpointCallback method) on_epoch_end_last() (catalyst.callbacks.checkpoint.CheckpointCallback method) on_epoch_start() (catalyst.core.callback.ICallback method) on_exception() (catalyst.callbacks.misc.TqdmCallback method) (catalyst.core.callback.CallbackWrapper method) (catalyst.core.callback.ICallback method) on_experiment_end() (catalyst.core.callback.ICallback method) on_experiment_start() (catalyst.core.callback.ICallback method) on_loader_end() (catalyst.core.callback.ICallback method) on_loader_start() (catalyst.core.callback.ICallback method) OneCycleLRWithWarmup (class in catalyst.contrib.schedulers.onecycle) onnx_export() (in module catalyst.utils.onnx) Optimizer (catalyst.core.callback.CallbackOrder attribute) optimizer (catalyst.core.callback.CallbackOrder attribute) OptimizerCallback (class in catalyst.callbacks.optimizer) OptunaPruningCallback (class in catalyst.callbacks.optuna) P pairwise() (in module catalyst.utils.misc) PeriodicLoaderCallback (class in catalyst.callbacks.periodic_loader) plot_confusion_matrix() (in module catalyst.contrib.utils.visualization) precision() (in module catalyst.metrics.functional._classification) (in module catalyst.metrics.functional._precision) precision_recall_fbeta_support() (in module catalyst.metrics.functional._classification) PrecisionRecallF1SupportCallback (class in catalyst.callbacks.metrics.classification) predict_batch() (catalyst.runners.runner.Runner method) (catalyst.runners.supervised.SupervisedRunner method) predict_loader() (catalyst.runners.runner.Runner method) prepare_cudnn() (in module catalyst.utils.torch) process_multilabel_components() (in module catalyst.metrics.functional._misc) process_recsys_components() (in module catalyst.metrics.functional._misc) ProfilerCallback (class in catalyst.callbacks.profiler) prune_model() (in module catalyst.utils.pruning) Q QHAdamW (class in catalyst.contrib.optimizers.qhadamw) quantize_model() (in module catalyst.utils.quantization) quantize_onnx_model() (in module catalyst.utils.onnx) R r2_squared() (in module catalyst.metrics.functional._r2_squared) R2Squared (class in catalyst.metrics._r2_squared) R2SquaredCallback (class in catalyst.callbacks.metrics.r2_squared) RAdam (class in catalyst.contrib.optimizers.radam) Ralamb (class in catalyst.contrib.optimizers.ralamb) recall() (in module catalyst.metrics.functional._classification) (in module catalyst.metrics.functional._recall) reciprocal_rank() (in module catalyst.metrics.functional._mrr) reduced_focal_loss() (in module catalyst.metrics.functional._focal) RegionBasedMetric (class in catalyst.metrics._segmentation) ReidCMCMetric (class in catalyst.metrics._cmc_score) ReidCMCScoreCallback (class in catalyst.callbacks.metrics.cmc_score) remove_reparametrization() (in module catalyst.utils.pruning) render_figure_to_array() (in module catalyst.contrib.utils.visualization) reset() (catalyst.metrics._accumulative.AccumulativeMetric method) (catalyst.metrics._additive.AdditiveMetric method) (catalyst.metrics._metric.ICallbackLoaderMetric method) (catalyst.metrics._metric.IMetric method) RocStarLoss (class in catalyst.contrib.losses.recsys) RSquareLoss (class in catalyst.contrib.losses.regression) run() (catalyst.core.runner.IRunner method) Runner (class in catalyst.runners.runner) S sample() (catalyst.contrib.data.sampler_inbatch.HardClusterSampler method) (catalyst.contrib.data.sampler_inbatch.InBatchTripletsSampler method) save_config() (in module catalyst.utils.config) Scheduler (catalyst.core.callback.CallbackOrder attribute) scheduler (catalyst.core.callback.CallbackOrder attribute) SchedulerCallback (class in catalyst.callbacks.scheduler) scSE (class in catalyst.contrib.layers.se) seed() (catalyst.core.runner.IRunner property) (catalyst.runners.runner.Runner property) SelfSupervisedDatasetWrapper (class in catalyst.data.dataset) set_global_seed() (in module catalyst.utils.misc) set_optimizer_momentum() (in module catalyst.utils.torch) set_requires_grad() (in module catalyst.utils.torch) setup() (catalyst.core.engine.Engine method) SGDP (class in catalyst.contrib.optimizers.sgdp) sigmoid_focal_loss() (in module catalyst.metrics.functional._focal) SklearnBatchCallback (class in catalyst.callbacks.metrics.scikit_learn) SklearnLoaderCallback (class in catalyst.callbacks.metrics.scikit_learn) SklearnModelCallback (class in catalyst.callbacks.sklearn_model) soft_update() (in module catalyst.utils.torch) SoftMax (class in catalyst.contrib.layers.softmax) spawn() (catalyst.core.engine.Engine method) sSE (class in catalyst.contrib.layers.se) SubCenterArcFace (class in catalyst.contrib.layers.arcface) sum_reduce() (in module catalyst.utils.distributed) SupervisedContrastiveLoss (class in catalyst.contrib.losses.supervised_contrastive) SupervisedRunner (class in catalyst.runners.supervised) T TensorboardLogger (class in catalyst.loggers.tensorboard) TimerCallback (class in catalyst.callbacks.misc) TopKMetric (class in catalyst.metrics._topk_metric) TqdmCallback (class in catalyst.callbacks.misc) trace_model() (in module catalyst.utils.tracing) train() (catalyst.runners.runner.Runner method) trevsky() (in module catalyst.metrics.functional._segmentation) TrevskyCallback (class in catalyst.callbacks.metrics.segmentation) TrevskyLoss (class in catalyst.contrib.losses.trevsky) TrevskyMetric (class in catalyst.metrics._segmentation) TripletMarginLossWithSampler (class in catalyst.contrib.losses.triplet) U update() (catalyst.metrics._accumulative.AccumulativeMetric method) (catalyst.metrics._additive.AdditiveMetric method) (catalyst.metrics._metric.ICallbackLoaderMetric method) (catalyst.metrics._metric.IMetric method) update_key_value() (catalyst.metrics._metric.ICallbackBatchMetric method) W WandbLogger (class in catalyst.loggers.wandb) WARPLoss (class in catalyst.contrib.losses.recsys)