Index

_

__call__() (ignite.handlers.checkpoint.BaseSaveHandler method)

A

Accuracy (class in ignite.metrics) add_early_stopping_by_val_score() (in module ignite.contrib.engines.common) add_event_handler() (ignite.engine.engine.Engine method) add_scalar() (ignite.contrib.handlers.visdom_logger.GradsScalarHandler method) (ignite.contrib.handlers.visdom_logger.OptimizerParamsHandler method) (ignite.contrib.handlers.visdom_logger.OutputHandler method) (ignite.contrib.handlers.visdom_logger.WeightsScalarHandler method) all_gather() (in module ignite.distributed.utils) all_reduce() (in module ignite.distributed.utils) apply_to_tensor() (in module ignite.utils) apply_to_type() (in module ignite.utils) attach() (ignite.contrib.handlers.lr_finder.FastaiLRFinder method) (ignite.contrib.handlers.mlflow_logger.MLflowLogger method) (ignite.contrib.handlers.neptune_logger.NeptuneLogger method) (ignite.contrib.handlers.polyaxon_logger.PolyaxonLogger method) (ignite.contrib.handlers.tensorboard_logger.TensorboardLogger method) (ignite.contrib.handlers.tqdm_logger.ProgressBar method) (ignite.contrib.handlers.trains_logger.TrainsLogger method) (ignite.contrib.handlers.visdom_logger.VisdomLogger method) (ignite.contrib.handlers.wandb_logger.WandBLogger method) (ignite.contrib.metrics.GpuInfo method) (ignite.handlers.Timer method) (ignite.metrics.Metric method)

attach_opt_params_handler() (ignite.contrib.handlers.mlflow_logger.MLflowLogger method) (ignite.contrib.handlers.neptune_logger.NeptuneLogger method) (ignite.contrib.handlers.polyaxon_logger.PolyaxonLogger method) (ignite.contrib.handlers.tensorboard_logger.TensorboardLogger method) (ignite.contrib.handlers.tqdm_logger.ProgressBar method) (ignite.contrib.handlers.trains_logger.TrainsLogger method) (ignite.contrib.handlers.visdom_logger.VisdomLogger method) (ignite.contrib.handlers.wandb_logger.WandBLogger method) attach_output_handler() (ignite.contrib.handlers.mlflow_logger.MLflowLogger method) (ignite.contrib.handlers.neptune_logger.NeptuneLogger method) (ignite.contrib.handlers.polyaxon_logger.PolyaxonLogger method) (ignite.contrib.handlers.tensorboard_logger.TensorboardLogger method) (ignite.contrib.handlers.trains_logger.TrainsLogger method) (ignite.contrib.handlers.visdom_logger.VisdomLogger method) (ignite.contrib.handlers.wandb_logger.WandBLogger method) auto_dataloader() (in module ignite.distributed.auto) auto_model() (in module ignite.distributed.auto) auto_optim() (in module ignite.distributed.auto) available_backends() (in module ignite.distributed.utils) Average (class in ignite.metrics) AveragePrecision (class in ignite.contrib.metrics)

B

backend() (in module ignite.distributed.utils) barrier() (in module ignite.distributed.utils) BaseSaveHandler (class in ignite.handlers.checkpoint) BasicTimeProfiler (class in ignite.contrib.handlers.time_profilers)

BatchFiltered (class in ignite.metrics) BatchWise (class in ignite.metrics) broadcast() (in module ignite.distributed.utils) bypass_mode() (ignite.contrib.handlers.trains_logger.TrainsLogger class method)

C

CanberraMetric (class in ignite.contrib.metrics.regression) Checkpoint (class in ignite.handlers) completed() (ignite.contrib.metrics.GpuInfo method) (ignite.metrics.Metric method) compute() (ignite.contrib.metrics.GpuInfo method) (ignite.metrics.Metric method) ConcatScheduler (class in ignite.contrib.handlers.param_scheduler) ConfusionMatrix (class in ignite.metrics)

convert_tensor() (in module ignite.utils) CosineAnnealingScheduler (class in ignite.contrib.handlers.param_scheduler) create_lr_scheduler_with_warmup() (in module ignite.contrib.handlers.param_scheduler) create_supervised_evaluator() (in module ignite.engine) create_supervised_tbptt_trainer() (in module ignite.contrib.engines.tbptt) create_supervised_trainer() (in module ignite.engine) CustomPeriodicEvent (class in ignite.contrib.handlers.custom_events) CyclicalScheduler (class in ignite.contrib.handlers.param_scheduler)

D

detach() (ignite.metrics.Metric method) DeterministicEngine (class in ignite.engine.deterministic) device() (in module ignite.distributed.utils)

DiceCoefficient() (in module ignite.metrics) DiskSaver (class in ignite.handlers) DistributedProxySampler (class in ignite.distributed.auto)

E

EarlyStopping (class in ignite.handlers) Engine (class in ignite.engine.engine)

EpochMetric (class in ignite.metrics) EpochWise (class in ignite.metrics) Events (class in ignite.engine.events)

F

FastaiLRFinder (class in ignite.contrib.handlers.lr_finder) Fbeta() (in module ignite.metrics) finalize() (in module ignite.distributed.utils)

fire_event() (ignite.engine.engine.Engine method) FractionalAbsoluteError (class in ignite.contrib.metrics.regression) FractionalBias (class in ignite.contrib.metrics.regression)

G

gen_save_best_models_by_val_score() (in module ignite.contrib.engines.common) GeometricAverage (class in ignite.metrics) GeometricMeanAbsoluteError (class in ignite.contrib.metrics.regression) GeometricMeanRelativeAbsoluteError (class in ignite.contrib.metrics.regression) get_local_copy() (ignite.contrib.handlers.trains_logger.TrainsSaver method) get_local_rank() (in module ignite.distributed.utils) get_nnodes() (in module ignite.distributed.utils) get_node_rank() (in module ignite.distributed.utils) get_nproc_per_node() (in module ignite.distributed.utils) get_param() (ignite.contrib.handlers.param_scheduler.ConcatScheduler method) (ignite.contrib.handlers.param_scheduler.CosineAnnealingScheduler method) (ignite.contrib.handlers.param_scheduler.LinearCyclicalScheduler method) (ignite.contrib.handlers.param_scheduler.LRScheduler method) (ignite.contrib.handlers.param_scheduler.ParamScheduler method) (ignite.contrib.handlers.param_scheduler.PiecewiseLinear method) get_rank() (in module ignite.distributed.utils)

get_results() (ignite.contrib.handlers.lr_finder.FastaiLRFinder method) (ignite.contrib.handlers.time_profilers.BasicTimeProfiler method) get_world_size() (in module ignite.distributed.utils) global_step_from_engine() (in module ignite.contrib.handlers.mlflow_logger) (in module ignite.contrib.handlers.neptune_logger) (in module ignite.contrib.handlers.polyaxon_logger) (in module ignite.contrib.handlers.tensorboard_logger) (in module ignite.contrib.handlers.trains_logger) (in module ignite.contrib.handlers.visdom_logger) (in module ignite.contrib.handlers.wandb_logger) GpuInfo (class in ignite.contrib.metrics) GradsHistHandler (class in ignite.contrib.handlers.tensorboard_logger) (class in ignite.contrib.handlers.trains_logger) GradsScalarHandler (class in ignite.contrib.handlers.neptune_logger) (class in ignite.contrib.handlers.tensorboard_logger) (class in ignite.contrib.handlers.trains_logger) (class in ignite.contrib.handlers.visdom_logger)

H

has_event_handler() (ignite.engine.engine.Engine method) has_native_dist_support (in module ignite.distributed.utils)

has_xla_support (in module ignite.distributed.utils) hostname() (in module ignite.distributed.utils)

I

ignite module ignite.contrib module ignite.contrib.engines.common module ignite.contrib.engines.tbptt module ignite.contrib.handlers.custom_events module ignite.contrib.handlers.lr_finder module ignite.contrib.handlers.mlflow_logger module ignite.contrib.handlers.neptune_logger module ignite.contrib.handlers.param_scheduler module ignite.contrib.handlers.polyaxon_logger module ignite.contrib.handlers.tensorboard_logger module ignite.contrib.handlers.time_profilers module ignite.contrib.handlers.tqdm_logger module

ignite.contrib.handlers.trains_logger module ignite.contrib.handlers.visdom_logger module ignite.contrib.handlers.wandb_logger module ignite.contrib.metrics module ignite.contrib.metrics.regression module ignite.distributed.auto module ignite.distributed.launcher module ignite.distributed.utils module ignite.engine.deterministic module ignite.utils module initialize() (in module ignite.distributed.utils) IoU() (in module ignite.metrics) is_attached() (ignite.metrics.Metric method) iteration_completed() (ignite.metrics.Metric method)

K

keep_random_state() (in module ignite.engine.deterministic)

L

last_event_name (ignite.engine.engine.Engine attribute) LinearCyclicalScheduler (class in ignite.contrib.handlers.param_scheduler) load_objects() (ignite.handlers.Checkpoint static method) load_state_dict() (ignite.contrib.handlers.param_scheduler.ConcatScheduler method) (ignite.contrib.handlers.param_scheduler.ParamGroupScheduler method) (ignite.contrib.handlers.param_scheduler.ParamScheduler method) (ignite.engine.engine.Engine method)

log_message() (ignite.contrib.handlers.tqdm_logger.ProgressBar method) Loss (class in ignite.metrics) lr_suggestion() (ignite.contrib.handlers.lr_finder.FastaiLRFinder method) LRScheduler (class in ignite.contrib.handlers.param_scheduler)

M

ManhattanDistance (class in ignite.contrib.metrics.regression) manual_seed() (in module ignite.utils) MaximumAbsoluteError (class in ignite.contrib.metrics.regression) MeanAbsoluteError (class in ignite.metrics) MeanAbsoluteRelativeError (class in ignite.contrib.metrics.regression) MeanError (class in ignite.contrib.metrics.regression) MeanNormalizedBias (class in ignite.contrib.metrics.regression) MeanPairwiseDistance (class in ignite.metrics) MeanSquaredError (class in ignite.metrics) MedianAbsoluteError (class in ignite.contrib.metrics.regression) MedianAbsolutePercentageError (class in ignite.contrib.metrics.regression) MedianRelativeAbsoluteError (class in ignite.contrib.metrics.regression) Metric (class in ignite.metrics) MetricsLambda (class in ignite.metrics) MetricUsage (class in ignite.metrics) mIoU() (in module ignite.metrics) MLflowLogger (class in ignite.contrib.handlers.mlflow_logger) model_name() (in module ignite.distributed.utils) ModelCheckpoint (class in ignite.handlers) module ignite ignite.contrib ignite.contrib.engines.common ignite.contrib.engines.tbptt ignite.contrib.handlers.custom_events ignite.contrib.handlers.lr_finder ignite.contrib.handlers.mlflow_logger ignite.contrib.handlers.neptune_logger ignite.contrib.handlers.param_scheduler ignite.contrib.handlers.polyaxon_logger ignite.contrib.handlers.tensorboard_logger ignite.contrib.handlers.time_profilers ignite.contrib.handlers.tqdm_logger ignite.contrib.handlers.trains_logger ignite.contrib.handlers.visdom_logger ignite.contrib.handlers.wandb_logger ignite.contrib.metrics ignite.contrib.metrics.regression ignite.distributed.auto ignite.distributed.launcher ignite.distributed.utils ignite.engine.deterministic ignite.utils

N

NeptuneLogger (class in ignite.contrib.handlers.neptune_logger)

NeptuneSaver (class in ignite.contrib.handlers.neptune_logger) NotComputableError (class in ignite.exceptions)

O

on() (ignite.engine.engine.Engine method) one_rank_only() (in module ignite.distributed.utils) OptimizerParamsHandler (class in ignite.contrib.handlers.mlflow_logger) (class in ignite.contrib.handlers.neptune_logger) (class in ignite.contrib.handlers.polyaxon_logger) (class in ignite.contrib.handlers.tensorboard_logger) (class in ignite.contrib.handlers.trains_logger) (class in ignite.contrib.handlers.visdom_logger) (class in ignite.contrib.handlers.wandb_logger)

OutputHandler (class in ignite.contrib.handlers.mlflow_logger) (class in ignite.contrib.handlers.neptune_logger) (class in ignite.contrib.handlers.polyaxon_logger) (class in ignite.contrib.handlers.tensorboard_logger) (class in ignite.contrib.handlers.trains_logger) (class in ignite.contrib.handlers.visdom_logger) (class in ignite.contrib.handlers.wandb_logger)

P

Parallel (class in ignite.distributed.launcher) ParamGroupScheduler (class in ignite.contrib.handlers.param_scheduler) ParamScheduler (class in ignite.contrib.handlers.param_scheduler) PiecewiseLinear (class in ignite.contrib.handlers.param_scheduler) plot() (ignite.contrib.handlers.lr_finder.FastaiLRFinder method)

plot_values() (ignite.contrib.handlers.param_scheduler.ParamScheduler class method) PolyaxonLogger (class in ignite.contrib.handlers.polyaxon_logger) Precision (class in ignite.metrics) PrecisionRecallCurve (class in ignite.contrib.metrics) print_results() (ignite.contrib.handlers.time_profilers.BasicTimeProfiler static method) ProgressBar (class in ignite.contrib.handlers.tqdm_logger)

R

R2Score (class in ignite.contrib.metrics.regression) Recall (class in ignite.metrics) register_events() (ignite.engine.engine.Engine method) reinit__is_reduced() (in module ignite.metrics.metric) RemovableEventHandle (class in ignite.engine.events) remove() (ignite.contrib.handlers.neptune_logger.NeptuneSaver method) (ignite.contrib.handlers.trains_logger.TrainsSaver method) (ignite.engine.events.RemovableEventHandle method) (ignite.handlers.checkpoint.BaseSaveHandler method) remove_event_handler() (ignite.engine.engine.Engine method)

ReproducibleBatchSampler (class in ignite.engine.deterministic) required_output_keys (ignite.metrics.Metric attribute) reset() (ignite.contrib.metrics.GpuInfo method) (ignite.metrics.Metric method) ROC_AUC (class in ignite.contrib.metrics) RocCurve (class in ignite.contrib.metrics) RootMeanSquaredError (class in ignite.metrics) run() (ignite.distributed.launcher.Parallel method) (ignite.engine.engine.Engine method) running (ignite.handlers.Timer attribute) RunningAverage (class in ignite.metrics)

S

save_best_model_by_val_score() (in module ignite.contrib.engines.common) set_bypass_mode() (ignite.contrib.handlers.trains_logger.TrainsLogger class method) set_data() (ignite.engine.engine.Engine method) set_local_rank() (in module ignite.distributed.utils) setup_common_distrib_training_handlers() (in module ignite.contrib.engines.common) setup_common_training_handlers() (in module ignite.contrib.engines.common) setup_logger() (in module ignite.utils) setup_mlflow_logging() (in module ignite.contrib.engines.common) setup_neptune_logging() (in module ignite.contrib.engines.common) setup_plx_logging() (in module ignite.contrib.engines.common) setup_tb_logging() (in module ignite.contrib.engines.common) setup_trains_logging() (in module ignite.contrib.engines.common) setup_visdom_logging() (in module ignite.contrib.engines.common) setup_wandb_logging() (in module ignite.contrib.engines.common) show_config() (in module ignite.distributed.utils) simulate_values() (ignite.contrib.handlers.param_scheduler.ConcatScheduler class method) (ignite.contrib.handlers.param_scheduler.LRScheduler class method) (ignite.contrib.handlers.param_scheduler.ParamGroupScheduler class method) (ignite.contrib.handlers.param_scheduler.ParamScheduler class method)

spawn() (in module ignite.distributed.utils) SSIM (class in ignite.metrics) started() (ignite.metrics.Metric method) State (class in ignite.engine.events) state (ignite.engine.engine.Engine attribute) state_dict() (ignite.contrib.handlers.param_scheduler.ConcatScheduler method) (ignite.contrib.handlers.param_scheduler.ParamGroupScheduler method) (ignite.contrib.handlers.param_scheduler.ParamScheduler method) (ignite.engine.deterministic.DeterministicEngine method) (ignite.engine.engine.Engine method) step_count (ignite.handlers.Timer attribute) sync() (in module ignite.distributed.utils) sync_all_reduce() (in module ignite.metrics.metric)

T

Tbptt_Events (class in ignite.contrib.engines.tbptt) TensorboardLogger (class in ignite.contrib.handlers.tensorboard_logger) terminate() (ignite.engine.engine.Engine method) terminate_epoch() (ignite.engine.engine.Engine method) TerminateOnNan (class in ignite.handlers)

Timer (class in ignite.handlers) to_onehot() (in module ignite.utils) TopKCategoricalAccuracy (class in ignite.metrics) total (ignite.handlers.Timer attribute) TrainsLogger (class in ignite.contrib.handlers.trains_logger) TrainsSaver (class in ignite.contrib.handlers.trains_logger)

U

update() (ignite.contrib.metrics.GpuInfo method) (ignite.metrics.Metric method)

update_dataloader() (in module ignite.engine.deterministic) usage_name (ignite.metrics.BatchWise attribute) (ignite.metrics.EpochWise attribute)

V

VariableAccumulation (class in ignite.metrics)

VisdomLogger (class in ignite.contrib.handlers.visdom_logger)

W

WandBLogger (class in ignite.contrib.handlers.wandb_logger) WaveHedgesDistance (class in ignite.contrib.metrics.regression) WeightsHistHandler (class in ignite.contrib.handlers.tensorboard_logger) (class in ignite.contrib.handlers.trains_logger)

WeightsScalarHandler (class in ignite.contrib.handlers.neptune_logger) (class in ignite.contrib.handlers.tensorboard_logger) (class in ignite.contrib.handlers.trains_logger) (class in ignite.contrib.handlers.visdom_logger) write_results() (ignite.contrib.handlers.time_profilers.BasicTimeProfiler method)