# Shared runtime DEVICE=cuda # cuda | cpu LOG_LEVEL=INFO CUDA_VISIBLE_DEVICES=0 # Redis / async backend REDIS_URL=redis://redis:6379/0 CELERY_BROKER_URL=redis://redis:6379/0 CELERY_RESULT_BACKEND=redis://redis:6379/0 # API / worker process settings API_HOST_PORT=8011 FRONTEND_HOST_PORT=3000 API_WORKERS=2 CELERY_WORKER_CONCURRENCY=1 CELERY_WORKER_LOGLEVEL=info # Primary detection model MODEL_CHECKPOINT=checkpoints/hybrid_best.ckpt # .ckpt file or MONAI bundle directory MODEL_BACKEND=auto # auto | native | monai_bundle | monai_tutorial # False-positive reduction model FP_CHECKPOINT=checkpoints/fp_reduction_best.ckpt FP_THRESHOLD=0.5 # probability threshold; set per config after tuning # Project-native candidate generation knobs CANDIDATE_THRESHOLD=0.5 MIN_CANDIDATE_VOXELS=10 PRIMARY_PATCH_SIZE=256