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from typing import Any, Callable, Optional
from ignite.engine import Engine
from ignite.engine.events import Events
from ignite.handlers.checkpoint import Checkpoint, DiskSaver, ModelCheckpoint
from ignite.handlers.clearml_logger import ClearMLLogger
from ignite.handlers.early_stopping import EarlyStopping
from ignite.handlers.ema_handler import EMAHandler
from ignite.handlers.lr_finder import FastaiLRFinder
from ignite.handlers.mlflow_logger import MLflowLogger
from ignite.handlers.neptune_logger import NeptuneLogger
from ignite.handlers.param_scheduler import (
BaseParamScheduler,
ConcatScheduler,
CosineAnnealingScheduler,
create_lr_scheduler_with_warmup,
CyclicalScheduler,
LinearCyclicalScheduler,
LRScheduler,
ParamGroupScheduler,
ParamScheduler,
PiecewiseLinear,
ReduceLROnPlateauScheduler,
)
from ignite.handlers.polyaxon_logger import PolyaxonLogger
from ignite.handlers.state_param_scheduler import (
ExpStateScheduler,
LambdaStateScheduler,
MultiStepStateScheduler,
PiecewiseLinearStateScheduler,
StateParamScheduler,
StepStateScheduler,
)
from ignite.handlers.stores import EpochOutputStore
from ignite.handlers.tensorboard_logger import TensorboardLogger
from ignite.handlers.terminate_on_nan import TerminateOnNan
from ignite.handlers.time_limit import TimeLimit
from ignite.handlers.time_profilers import BasicTimeProfiler, HandlersTimeProfiler
from ignite.handlers.timing import Timer
from ignite.handlers.tqdm_logger import ProgressBar
from ignite.handlers.utils import global_step_from_engine # noqa
from ignite.handlers.visdom_logger import VisdomLogger
from ignite.handlers.wandb_logger import WandBLogger
__all__ = [
"ModelCheckpoint",
"Checkpoint",
"DiskSaver",
"Timer",
"EarlyStopping",
"TerminateOnNan",
"global_step_from_engine",
"TimeLimit",
"EpochOutputStore",
"ConcatScheduler",
"CosineAnnealingScheduler",
"LinearCyclicalScheduler",
"LRScheduler",
"ParamGroupScheduler",
"ParamScheduler",
"PiecewiseLinear",
"CyclicalScheduler",
"create_lr_scheduler_with_warmup",
"FastaiLRFinder",
"EMAHandler",
"BasicTimeProfiler",
"HandlersTimeProfiler",
"BaseParamScheduler",
"StateParamScheduler",
"LambdaStateScheduler",
"PiecewiseLinearStateScheduler",
"ExpStateScheduler",
"StepStateScheduler",
"MultiStepStateScheduler",
"ReduceLROnPlateauScheduler",
"ClearMLLogger",
"MLflowLogger",
"NeptuneLogger",
"PolyaxonLogger",
"TensorboardLogger",
"ProgressBar",
"VisdomLogger",
"WandBLogger",
]
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