Make EgoSpeak Mamba dependency optional

This commit is contained in:
Xin Wang
2026-09-10 13:20:54 +08:00
parent 1e0aea0956
commit 5937971222
5 changed files with 137 additions and 5 deletions

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@@ -1,4 +1,3 @@
from .mamba import OADMamba
from .model_builder import build_model
from .rnn import MROAD
from .rnn import MROAD, MROADA
from .transformer_models import ViTEnc

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@@ -1,9 +1,37 @@
__all__ = ['build_model']
import importlib
from utils import Registry
META_ARCHITECTURES = Registry()
_MAMBA_MODELS = frozenset({"Mamba", "MambaA"})
def _load_optional_architecture(model_name):
if model_name not in _MAMBA_MODELS or model_name in META_ARCHITECTURES:
return
try:
importlib.import_module(".mamba", package=__package__)
except ModuleNotFoundError as error:
missing_package = error.name or "mamba_ssm"
raise ModuleNotFoundError(
f"Model {model_name!r} requires the optional Mamba backend "
f"(missing package: {missing_package!r}). Install "
"requirements-mamba.txt, or use MiniROAD/MiniROADA without it."
) from error
def build_model(cfg, device=None):
model = META_ARCHITECTURES[cfg["model"]](cfg)
return model.to(device)
model_name = cfg["model"]
_load_optional_architecture(model_name)
if model_name not in META_ARCHITECTURES:
available = ", ".join(sorted(META_ARCHITECTURES))
raise KeyError(
f"Unknown model {model_name!r}. Available architectures: {available}"
)
model = META_ARCHITECTURES[model_name](cfg)
return model.to(device)

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@@ -0,0 +1,4 @@
-r requirements.txt
# Optional: only required by the MiniROAD Mamba/MambaA baselines.
mamba-ssm==2.2.4

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@@ -16,7 +16,6 @@ huggingface-hub==0.28.1
idna==3.10
Jinja2==3.1.5
joblib==1.4.2
mamba-ssm==2.2.4
Markdown==3.7
MarkupSafe==3.0.2
-e git+ssh://git@github.com/jun297/EgoSpeak-CAM.git@dcbfd115abd8ce6ecfe37cf4a40e71d0089c98a1#egg=MiniROAD&subdirectory=MiniROAD