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.clearml_logger.ClearMLLogger method) (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.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.clearml_logger.ClearMLLogger 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.visdom_logger.VisdomLogger method) (ignite.contrib.handlers.wandb_logger.WandBLogger method) attach_output_handler() (ignite.contrib.handlers.clearml_logger.ClearMLLogger 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.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.clearml_logger.ClearMLLogger class method)

C

CallableEventWithFilter (class in ignite.engine.events) CanberraMetric (class in ignite.contrib.metrics.regression) Checkpoint (class in ignite.handlers) ClearMLLogger (class in ignite.contrib.handlers.clearml_logger) ClearMLSaver (class in ignite.contrib.handlers.clearml_logger) 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)

EpochOutputStore (class in ignite.contrib.handlers.stores) EpochWise (class in ignite.metrics) EventEnum (class in ignite.engine.events) 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_default_score_fn() (ignite.handlers.Checkpoint static method) get_local_copy() (ignite.contrib.handlers.clearml_logger.ClearMLSaver 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) (ignite.contrib.handlers.time_profilers.HandlersTimeProfiler method)

get_world_size() (in module ignite.distributed.utils) global_step_from_engine() (in module ignite.contrib.handlers.clearml_logger) (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.visdom_logger) (in module ignite.contrib.handlers.wandb_logger) (in module ignite.handlers) GpuInfo (class in ignite.contrib.metrics) GradsHistHandler (class in ignite.contrib.handlers.clearml_logger) (class in ignite.contrib.handlers.tensorboard_logger) GradsScalarHandler (class in ignite.contrib.handlers.clearml_logger) (class in ignite.contrib.handlers.neptune_logger) (class in ignite.contrib.handlers.tensorboard_logger) (class in ignite.contrib.handlers.visdom_logger)

H

HandlersTimeProfiler (class in ignite.contrib.handlers.time_profilers) 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.clearml_logger 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.stores module ignite.contrib.handlers.tensorboard_logger module

ignite.contrib.handlers.time_profilers module ignite.contrib.handlers.tqdm_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) (ignite.handlers.Checkpoint 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.clearml_logger 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.stores ignite.contrib.handlers.tensorboard_logger ignite.contrib.handlers.time_profilers ignite.contrib.handlers.tqdm_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

name (ignite.engine.events.CallableEventWithFilter attribute) 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.clearml_logger) (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.visdom_logger) (class in ignite.contrib.handlers.wandb_logger)

OutputHandler (class in ignite.contrib.handlers.clearml_logger) (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.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) (ignite.contrib.handlers.time_profilers.HandlersTimeProfiler static method) ProgressBar (class in ignite.contrib.handlers.tqdm_logger) PSNR (class in ignite.metrics)

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.clearml_logger.ClearMLSaver method) (ignite.contrib.handlers.neptune_logger.NeptuneSaver 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.handlers.Checkpoint 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.clearml_logger.ClearMLLogger class method) set_data() (ignite.engine.engine.Engine method) set_local_rank() (in module ignite.distributed.utils) setup_any_logging() (in module ignite.contrib.engines.common) setup_clearml_logging() (in module ignite.contrib.engines.common) setup_common_distrib_training_handlers() (in module ignite.contrib.engines.common) setup_common_training_handlers() (in module ignite.contrib.engines.common) setup_filename_pattern() (ignite.handlers.Checkpoint static method) 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) (ignite.handlers.Checkpoint 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)

TimeLimit (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)

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

value (ignite.engine.events.CallableEventWithFilter attribute)

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.clearml_logger) (class in ignite.contrib.handlers.tensorboard_logger) WeightsScalarHandler (class in ignite.contrib.handlers.clearml_logger) (class in ignite.contrib.handlers.neptune_logger) (class in ignite.contrib.handlers.tensorboard_logger) (class in ignite.contrib.handlers.visdom_logger)

write_results() (ignite.contrib.handlers.time_profilers.BasicTimeProfiler method) (ignite.contrib.handlers.time_profilers.HandlersTimeProfiler method)