39 lines
757 B
Python
39 lines
757 B
Python
from torch import nn
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from openselfsup.utils import build_from_cfg
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from .registry import (BACKBONES, MODELS, NECKS, HEADS, MEMORIES, LOSSES)
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def build(cfg, registry, default_args=None):
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if isinstance(cfg, list):
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modules = [
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build_from_cfg(cfg_, registry, default_args) for cfg_ in cfg
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]
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return nn.Sequential(*modules)
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else:
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return build_from_cfg(cfg, registry, default_args)
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def build_backbone(cfg):
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return build(cfg, BACKBONES)
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def build_neck(cfg):
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return build(cfg, NECKS)
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def build_memory(cfg):
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return build(cfg, MEMORIES)
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def build_head(cfg):
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return build(cfg, HEADS)
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def build_loss(cfg):
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return build(cfg, LOSSES)
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def build_model(cfg):
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return build(cfg, MODELS)
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