File size: 4,006 Bytes
3b96cb1 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 |
# Copyright (c) Open-CD. All rights reserved.
"""Open-CD provides 17 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/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 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, locations=['opencd.engine'])
# manage runner constructors that define how to initialize runners
RUNNER_CONSTRUCTORS = Registry(
'runner constructor',
parent=MMENGINE_RUNNER_CONSTRUCTORS,
locations=['opencd.engine'])
# manage all kinds of loops like `EpochBasedTrainLoop`
LOOPS = Registry('loop', parent=MMENGINE_LOOPS, locations=['opencd.engine'])
# manage all kinds of hooks like `CheckpointHook`
HOOKS = Registry(
'hook', parent=MMENGINE_HOOKS, locations=['opencd.engine.hooks'])
# manage data-related modules
DATASETS = Registry(
'dataset', parent=MMENGINE_DATASETS, locations=['opencd.datasets'])
DATA_SAMPLERS = Registry(
'data sampler',
parent=MMENGINE_DATA_SAMPLERS,
locations=['opencd.datasets'])
TRANSFORMS = Registry(
'transform',
parent=MMENGINE_TRANSFORMS,
locations=['opencd.datasets.transforms'])
# manage all kinds of modules inheriting `nn.Module`
MODELS = Registry('model', parent=MMENGINE_MODELS, locations=['opencd.models'])
# manage all kinds of model wrappers like 'MMDistributedDataParallel'
MODEL_WRAPPERS = Registry(
'model_wrapper',
parent=MMENGINE_MODEL_WRAPPERS,
locations=['opencd.models'])
# manage all kinds of weight initialization modules like `Uniform`
WEIGHT_INITIALIZERS = Registry(
'weight initializer',
parent=MMENGINE_WEIGHT_INITIALIZERS,
locations=['opencd.models'])
# manage all kinds of metrics
METRICS = Registry(
'metric', parent=MMENGINE_METRICS, locations=['opencd.evaluation'])
# manage task-specific modules like anchor generators and box coders
TASK_UTILS = Registry(
'task util', parent=MMENGINE_TASK_UTILS, locations=['opencd.models'])
# manage visualizer
VISUALIZERS = Registry(
'visualizer',
parent=MMENGINE_VISUALIZERS,
locations=['opencd.visualization'])
# manage visualizer backend
VISBACKENDS = Registry(
'vis_backend',
parent=MMENGINE_VISBACKENDS,
locations=['opencd.visualization'])
# manage logprocessor
LOG_PROCESSORS = Registry(
'log_processor',
parent=MMENGINE_LOG_PROCESSORS,
locations=['opencd.visualization'])
# manage inferencer
INFERENCERS = Registry('inferencer', parent=MMENGINE_INFERENCERS) |