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848ba685eb
* sync model loading, disabled model ttl by default * disable revalidation if model unloading disabled * moved lock
33 lines
833 B
Python
33 lines
833 B
Python
from pathlib import Path
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from pydantic import BaseSettings
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from .schemas import ModelType
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class Settings(BaseSettings):
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cache_folder: str = "/cache"
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classification_model: str = "microsoft/resnet-50"
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clip_image_model: str = "clip-ViT-B-32"
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clip_text_model: str = "clip-ViT-B-32"
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facial_recognition_model: str = "buffalo_l"
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min_tag_score: float = 0.9
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eager_startup: bool = True
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model_ttl: int = 0
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host: str = "0.0.0.0"
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port: int = 3003
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workers: int = 1
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min_face_score: float = 0.7
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test_full: bool = False
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class Config(BaseSettings.Config):
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env_prefix = "MACHINE_LEARNING_"
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case_sensitive = False
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def get_cache_dir(model_name: str, model_type: ModelType) -> Path:
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return Path(settings.cache_folder, model_type.value, model_name)
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settings = Settings()
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