from catalyst_rl.contrib.registry import (Criterion, CRITERIONS, GRAD_CLIPPERS, Model, MODELS, Module, MODULES, Optimizer, OPTIMIZERS, Sampler, SAMPLERS, Scheduler, SCHEDULERS, Transform, TRANSFORMS) from catalyst_rl.utils.tools.registry import Registry def _callbacks_loader(r: Registry): from catalyst_rl.core import callbacks as m r.add_from_module(m) CALLBACKS = Registry("callback") CALLBACKS.late_add(_callbacks_loader) Callback = CALLBACKS.add __all__ = [ "Callback", "Criterion", "Optimizer", "Scheduler", "Module", "Model", "Sampler", "Transform", "CALLBACKS", "CRITERIONS", "GRAD_CLIPPERS", "MODELS", "MODULES",
from catalyst_rl.contrib.registry import (Criterion, CRITERIONS, GRAD_CLIPPERS, Model, MODELS, Module, MODULES, Optimizer, OPTIMIZERS, Sampler, SAMPLERS, Scheduler, SCHEDULERS, Transform, TRANSFORMS) from catalyst_rl.core.registry import Callback, CALLBACKS from catalyst_rl.utils.tools.registry import Registry def _dbs_late_add(r: Registry): from . import db as m r.add_from_module(m) DATABASES = Registry("db") DATABASES.late_add(_dbs_late_add) Database = DATABASES.add def _agents_late_add(r: Registry): from . import agent as m r.add_from_module(m) AGENTS = Registry("agent") AGENTS.late_add(_agents_late_add) Agent = AGENTS.add def _offpolicy_algorithms_late_add(r: Registry): from .offpolicy import algorithms as m
from albumentations import pytorch as p r.add_from_module(p, prefix=["A.", "albu.", "albumentations."]) from catalyst_rl.contrib.data.cv import transforms as t r.add_from_module(t, prefix=["catalyst_rl.", "C."]) except ImportError as ex: if os.environ.get("USE_ALBUMENTATIONS", "0") == "1": logger.warning( "albumentations not available, to install albumentations, " "run `pip install albumentations`.") raise ex TRANSFORMS = Registry("transform") TRANSFORMS.late_add(_transforms_loader) Transform = TRANSFORMS.add def _samplers_loader(r: Registry): from torch.utils.data import sampler as s factories = { k: v for k, v in s.__dict__.items() if "Sampler" in k and k != "Sampler" } r.add(**factories) from catalyst_rl.data import sampler r.add_from_module(sampler) SAMPLERS = Registry("sampler")