NNCAM-Stable / scripts /inference.py
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Publish NNCAM-Stable reproduction
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from pathlib import Path
import sys,numpy as np,torch;R=Path(__file__).resolve().parents[1];sys.path.insert(0,str(R));from model.nncam_stable import *
c=cfg(R);d=np.load(R/c['data']['path']);z=torch.load(R/c['paths']['checkpoint'],weights_only=True);m=NNCAM(**z['model_config']);m.load_state_dict(z['model']);p=R/c['paths']['predictions'];p.parent.mkdir(parents=True,exist_ok=True);np.savez(p,prediction=m(torch.tensor(d['input'])).detach(),target=d['target']);print(p)