immich/machine-learning/app/config.py
Mert 848ba685eb
fix(ml): race condition when loading models (#3207)
* sync model loading, disabled model ttl by default

* disable revalidation if model unloading disabled

* moved lock
2023-07-11 12:01:21 -05:00

33 lines
833 B
Python

from pathlib import Path
from pydantic import BaseSettings
from .schemas import ModelType
class Settings(BaseSettings):
cache_folder: str = "/cache"
classification_model: str = "microsoft/resnet-50"
clip_image_model: str = "clip-ViT-B-32"
clip_text_model: str = "clip-ViT-B-32"
facial_recognition_model: str = "buffalo_l"
min_tag_score: float = 0.9
eager_startup: bool = True
model_ttl: int = 0
host: str = "0.0.0.0"
port: int = 3003
workers: int = 1
min_face_score: float = 0.7
test_full: bool = False
class Config(BaseSettings.Config):
env_prefix = "MACHINE_LEARNING_"
case_sensitive = False
def get_cache_dir(model_name: str, model_type: ModelType) -> Path:
return Path(settings.cache_folder, model_type.value, model_name)
settings = Settings()