host=timan1.cs.illinois.edu gpu=0 start=2026-06-16T08:19:56-05:00
===== --conv gin --layers 5 --rni 0 =====
ep15 val_mae=0.4472
ep30 val_mae=0.2721
ep45 val_mae=0.2886
ep60 val_mae=0.2730
ep75 val_mae=0.2963
ep90 val_mae=0.2586
ep105 val_mae=0.2562
ep120 val_mae=0.2491
ep135 val_mae=0.2470
ep150 val_mae=0.2474
[gin_L5_rni0_s0] train_mae=0.2383 val_mae=0.2470 test_mae=0.2535 @ep135  (161.1s)
  wrote /home/yurenh2/rrog/runs/real_gin_L5_rni0_s0.json
===== --conv gin --layers 10 --rni 0 =====
ep15 val_mae=0.3038
ep30 val_mae=0.6204
ep45 val_mae=0.2929
ep60 val_mae=0.2667
ep75 val_mae=0.2624
ep90 val_mae=0.2608
ep105 val_mae=0.2526
ep120 val_mae=0.2511
ep135 val_mae=0.2490
ep150 val_mae=0.2492
[gin_L10_rni0_s0] train_mae=0.2385 val_mae=0.2490 test_mae=0.2551 @ep135  (243.5s)
  wrote /home/yurenh2/rrog/runs/real_gin_L10_rni0_s0.json
===== --conv gin --layers 5 --rni 16 =====
ep15 val_mae=0.4952
ep30 val_mae=0.2769
ep45 val_mae=0.2618
ep60 val_mae=0.2594
ep75 val_mae=0.2753
ep90 val_mae=0.2532
ep105 val_mae=0.2523
ep120 val_mae=0.2506
ep135 val_mae=0.2488
ep150 val_mae=0.2483
[gin_L5_rni16_s0] train_mae=0.2365 val_mae=0.2483 test_mae=0.2548 @ep150  (167.8s)
  wrote /home/yurenh2/rrog/runs/real_gin_L5_rni16_s0.json
===== --conv gcn --layers 5 --rni 0 =====
ep15 val_mae=0.2776
ep30 val_mae=0.2730
ep45 val_mae=0.2642
ep60 val_mae=0.2619
ep75 val_mae=0.2570
ep90 val_mae=0.2570
ep105 val_mae=0.2533
ep120 val_mae=0.2520
ep135 val_mae=0.2513
ep150 val_mae=0.2505
[gcn_L5_rni0_s0] train_mae=0.2441 val_mae=0.2505 test_mae=0.2555 @ep150  (161.5s)
  wrote /home/yurenh2/rrog/runs/real_gcn_L5_rni0_s0.json
done=2026-06-16T08:33:03-05:00