host=timan1.cs.illinois.edu gpu=0 start=2026-06-16T07:45:09-05:00
===== --task csl --model gin =====
[csl/gin] train_acc=0.100 test_acc=0.100 | 1-WL ceiling(conv)=0.100 L-depth=0.100 | failures=45 -> {'H2': 45}
  wrote /home/yurenh2/rrog/runs/diag_csl_gin_L4_s0.json
===== --task tri --model gin --kind er =====
[tri/gin/er] train_mse=3.474 test_mse=4.077 | 1-WL oracle floor(H2)=0.000 | unseen=1.00 singleton=1.00 | learn_gap=4.077 var_y=13.583
  wrote /home/yurenh2/rrog/runs/diag_tri_er_gin_L4_s0.json
===== --task tri --model gin --kind regular =====
[tri/gin/regular] train_mse=1.582 test_mse=1.486 | 1-WL oracle floor(H2)=1.483 | unseen=0.00 singleton=0.00 | learn_gap=0.002 var_y=1.482
  wrote /home/yurenh2/rrog/runs/diag_tri_regular_gin_L4_s0.json
===== --task csl --model gcn =====
[csl/gcn] train_acc=0.100 test_acc=0.100 | 1-WL ceiling(conv)=0.100 L-depth=0.100 | failures=45 -> {'H2': 45}
  wrote /home/yurenh2/rrog/runs/diag_csl_gcn_L4_s0.json
===== --task tri --model gcn --kind er =====
[tri/gcn/er] train_mse=15.246 test_mse=13.652 | 1-WL oracle floor(H2)=0.000 | unseen=1.00 singleton=1.00 | learn_gap=13.652 var_y=13.583
  wrote /home/yurenh2/rrog/runs/diag_tri_er_gcn_L4_s0.json
===== --task tri --model gcn --kind regular =====
[tri/gcn/regular] train_mse=1.582 test_mse=1.485 | 1-WL oracle floor(H2)=1.483 | unseen=0.00 singleton=0.00 | learn_gap=0.001 var_y=1.482
  wrote /home/yurenh2/rrog/runs/diag_tri_regular_gcn_L4_s0.json
done=2026-06-16T07:47:46-05:00