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# Copyright (c) OpenMMLab. All rights reserved.
"""MMSegmentation provides 21 registry nodes to support using modules across
projects. Each node is a child of the root registry in MMEngine.
More details can be found at
https://mmengine.readthedocs.io/en/latest/advanced_tutorials/registry.html.
"""
from mmengine.registry import DATA_SAMPLERS as MMENGINE_DATA_SAMPLERS
from mmengine.registry import DATASETS as MMENGINE_DATASETS
from mmengine.registry import EVALUATOR as MMENGINE_EVALUATOR
from mmengine.registry import HOOKS as MMENGINE_HOOKS
from mmengine.registry import INFERENCERS as MMENGINE_INFERENCERS
from mmengine.registry import LOG_PROCESSORS as MMENGINE_LOG_PROCESSORS
from mmengine.registry import LOOPS as MMENGINE_LOOPS
from mmengine.registry import METRICS as MMENGINE_METRICS
from mmengine.registry import MODEL_WRAPPERS as MMENGINE_MODEL_WRAPPERS
from mmengine.registry import MODELS as MMENGINE_MODELS
from mmengine.registry import \
OPTIM_WRAPPER_CONSTRUCTORS as MMENGINE_OPTIM_WRAPPER_CONSTRUCTORS
from mmengine.registry import OPTIM_WRAPPERS as MMENGINE_OPTIM_WRAPPERS
from mmengine.registry import OPTIMIZERS as MMENGINE_OPTIMIZERS
from mmengine.registry import PARAM_SCHEDULERS as MMENGINE_PARAM_SCHEDULERS
from mmengine.registry import \
RUNNER_CONSTRUCTORS as MMENGINE_RUNNER_CONSTRUCTORS
from mmengine.registry import RUNNERS as MMENGINE_RUNNERS
from mmengine.registry import TASK_UTILS as MMENGINE_TASK_UTILS
from mmengine.registry import TRANSFORMS as MMENGINE_TRANSFORMS
from mmengine.registry import VISBACKENDS as MMENGINE_VISBACKENDS
from mmengine.registry import VISUALIZERS as MMENGINE_VISUALIZERS
from mmengine.registry import \
WEIGHT_INITIALIZERS as MMENGINE_WEIGHT_INITIALIZERS
from mmengine.registry import Registry
# manage all kinds of runners like `EpochBasedRunner` and `IterBasedRunner`
RUNNERS = Registry('runner', parent=MMENGINE_RUNNERS)
# manage runner constructors that define how to initialize runners
RUNNER_CONSTRUCTORS = Registry(
'runner constructor', parent=MMENGINE_RUNNER_CONSTRUCTORS)
# manage all kinds of loops like `EpochBasedTrainLoop`
LOOPS = Registry('loop', parent=MMENGINE_LOOPS)
# manage all kinds of hooks like `CheckpointHook`
HOOKS = Registry(
'hook', parent=MMENGINE_HOOKS, locations=['mmseg.engine.hooks'])
# manage data-related modules
DATASETS = Registry(
'dataset', parent=MMENGINE_DATASETS, locations=['mmseg.datasets'])
DATA_SAMPLERS = Registry('data sampler', parent=MMENGINE_DATA_SAMPLERS)
TRANSFORMS = Registry(
'transform',
parent=MMENGINE_TRANSFORMS,
locations=['mmseg.datasets.transforms'])
# mangage all kinds of modules inheriting `nn.Module`
MODELS = Registry('model', parent=MMENGINE_MODELS, locations=['mmseg.models'])
# mangage all kinds of model wrappers like 'MMDistributedDataParallel'
MODEL_WRAPPERS = Registry(
'model_wrapper',
parent=MMENGINE_MODEL_WRAPPERS,
locations=['mmseg.models'])
# mangage all kinds of weight initialization modules like `Uniform`
WEIGHT_INITIALIZERS = Registry(
'weight initializer',
parent=MMENGINE_WEIGHT_INITIALIZERS,
locations=['mmseg.models'])
# mangage all kinds of optimizers like `SGD` and `Adam`
OPTIMIZERS = Registry(
'optimizer',
parent=MMENGINE_OPTIMIZERS,
locations=['mmseg.engine.optimizers'])
# manage optimizer wrapper
OPTIM_WRAPPERS = Registry(
'optim_wrapper',
parent=MMENGINE_OPTIM_WRAPPERS,
locations=['mmseg.engine.optimizers'])
# manage constructors that customize the optimization hyperparameters.
OPTIM_WRAPPER_CONSTRUCTORS = Registry(
'optimizer wrapper constructor',
parent=MMENGINE_OPTIM_WRAPPER_CONSTRUCTORS,
locations=['mmseg.engine.optimizers'])
# mangage all kinds of parameter schedulers like `MultiStepLR`
PARAM_SCHEDULERS = Registry(
'parameter scheduler',
parent=MMENGINE_PARAM_SCHEDULERS,
locations=['mmseg.engine.schedulers'])
# manage all kinds of metrics
METRICS = Registry(
'metric', parent=MMENGINE_METRICS, locations=['mmseg.evaluation'])
# manage evaluator
EVALUATOR = Registry(
'evaluator', parent=MMENGINE_EVALUATOR, locations=['mmseg.evaluation'])
# manage task-specific modules like ohem pixel sampler
TASK_UTILS = Registry(
'task util', parent=MMENGINE_TASK_UTILS, locations=['mmseg.models'])
# manage visualizer
VISUALIZERS = Registry(
'visualizer',
parent=MMENGINE_VISUALIZERS,
locations=['mmseg.visualization'])
# manage visualizer backend
VISBACKENDS = Registry(
'vis_backend',
parent=MMENGINE_VISBACKENDS,
locations=['mmseg.visualization'])
# manage logprocessor
LOG_PROCESSORS = Registry(
'log_processor',
parent=MMENGINE_LOG_PROCESSORS,
locations=['mmseg.visualization'])
# manage inferencer
INFERENCERS = Registry('inferencer', parent=MMENGINE_INFERENCERS)
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