Device: cpu | z_id=32 z_style=16 | Seed: 1
Multi-view pairs: 12880 buildings with cand+index views
Eval pairs: 17637 (12880 pos, 4757 neg)

=== Baseline ===
  Baseline Raw: P=0.8894 R=0.7183 F1=0.7948 (th=0.30)

=== Training Disentangled VAE (200 epochs) ===
  VAE ep 20/200: loss=4.6005 recon=2.1845 kl_id=9.1524 id_cons=0.0862 t=21s
  VAE ep 40/200: loss=4.2612 recon=1.9247 kl_id=9.2380 id_cons=0.0727 t=42s
  VAE ep 60/200: loss=4.1481 recon=1.8562 kl_id=9.1381 id_cons=0.0687 t=65s
  VAE ep 80/200: loss=4.0868 recon=1.8115 kl_id=9.1291 id_cons=0.0689 t=86s
  VAE ep 100/200: loss=3.9237 recon=1.6751 kl_id=9.0728 id_cons=0.0671 t=105s
  VAE ep 120/200: loss=4.0030 recon=1.7715 kl_id=9.0068 id_cons=0.0666 t=125s
  VAE ep 140/200: loss=3.8876 recon=1.6645 kl_id=9.0196 id_cons=0.0661 t=145s
  VAE ep 160/200: loss=3.8757 recon=1.6678 kl_id=8.9707 id_cons=0.0661 t=164s
  VAE ep 180/200: loss=3.8247 recon=1.6104 kl_id=8.9291 id_cons=0.0652 t=183s
  VAE ep 200/200: loss=3.7286 recon=1.5403 kl_id=8.8504 id_cons=0.0645 t=203s
  Done: loss=3.7286
Loaded cached generated views: 57204

=== Contrastive Encoder (100 epochs) ===
  Enc ep 10/100: loss=6.9233 t=16s
  Enc ep 20/100: loss=6.9155 t=31s
  Enc ep 30/100: loss=6.9071 t=46s
  Enc ep 40/100: loss=6.8966 t=62s
  Enc ep 50/100: loss=6.8842 t=77s
  Enc ep 60/100: loss=6.8715 t=92s
  Enc ep 70/100: loss=6.8603 t=108s
  Enc ep 80/100: loss=6.8501 t=124s
  Enc ep 90/100: loss=6.8404 t=141s
  Enc ep 100/100: loss=6.8312 t=156s
  Done: loss=6.8312

=== RESULTS ===
  Idea2 (WM disentangle): P=0.7303 R=1.0000 F1=0.8441 (th=0.30)

  Baseline (raw):        F1=0.7948
  Idea2 (WM):            F1=0.8441
  Supervised XGBoost:    F1=0.982
  Δ over baseline:       +0.0493