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host=timan1.cs.illinois.edu gpu=0 start=2026-06-16T08:59:16-05:00
===== --conv gin --feat none =====
ep20 val_mae(c5,c6)=[0.402, 0.44]
ep40 val_mae(c5,c6)=[0.225, 0.404]
ep60 val_mae(c5,c6)=[0.128, 0.188]
ep80 val_mae(c5,c6)=[0.09, 0.169]
ep100 val_mae(c5,c6)=[0.078, 0.124]
ep120 val_mae(c5,c6)=[0.062, 0.106]
ep140 val_mae(c5,c6)=[0.081, 0.136]
ep160 val_mae(c5,c6)=[0.056, 0.104]
ep180 val_mae(c5,c6)=[0.056, 0.097]
ep200 val_mae(c5,c6)=[0.055, 0.097]
[gin_none_L5_s0] train_mae(c5,c6)=[0.009, 0.023] test_mae=[0.053, 0.088] (raw rings; std=[0.78, 0.95]) @ep200 (125.5s)
wrote /home/yurenh2/rrog/runs/cyc_gin_none_L5_s0.json
===== --conv gcn --feat none =====
ep20 val_mae(c5,c6)=[0.451, 0.691]
ep40 val_mae(c5,c6)=[0.352, 1.192]
ep60 val_mae(c5,c6)=[0.284, 0.438]
ep80 val_mae(c5,c6)=[0.234, 0.287]
ep100 val_mae(c5,c6)=[0.221, 0.333]
ep120 val_mae(c5,c6)=[0.201, 0.369]
ep140 val_mae(c5,c6)=[0.195, 0.264]
ep160 val_mae(c5,c6)=[0.153, 0.212]
ep180 val_mae(c5,c6)=[0.152, 0.212]
ep200 val_mae(c5,c6)=[0.151, 0.209]
[gcn_none_L5_s0] train_mae(c5,c6)=[0.059, 0.087] test_mae=[0.149, 0.22] (raw rings; std=[0.78, 0.95]) @ep200 (127.8s)
wrote /home/yurenh2/rrog/runs/cyc_gcn_none_L5_s0.json
===== --conv gin --feat rni =====
ep20 val_mae(c5,c6)=[0.212, 0.288]
ep40 val_mae(c5,c6)=[0.161, 0.273]
ep60 val_mae(c5,c6)=[0.116, 0.226]
ep80 val_mae(c5,c6)=[0.14, 0.185]
ep100 val_mae(c5,c6)=[0.095, 0.139]
ep120 val_mae(c5,c6)=[0.08, 0.12]
ep140 val_mae(c5,c6)=[0.073, 0.117]
ep160 val_mae(c5,c6)=[0.069, 0.111]
ep180 val_mae(c5,c6)=[0.067, 0.107]
ep200 val_mae(c5,c6)=[0.066, 0.106]
[gin_rni_L5_s0] train_mae(c5,c6)=[0.013, 0.025] test_mae=[0.052, 0.095] (raw rings; std=[0.78, 0.95]) @ep200 (134.3s)
wrote /home/yurenh2/rrog/runs/cyc_gin_rni_L5_s0.json
===== --conv gin --feat rwse =====
ep20 val_mae(c5,c6)=[0.09, 0.974]
ep40 val_mae(c5,c6)=[0.074, 0.268]
ep60 val_mae(c5,c6)=[0.069, 0.734]
ep80 val_mae(c5,c6)=[0.041, 0.347]
ep100 val_mae(c5,c6)=[0.054, 0.22]
ep120 val_mae(c5,c6)=[0.028, 0.092]
ep140 val_mae(c5,c6)=[0.017, 0.048]
ep160 val_mae(c5,c6)=[0.017, 0.053]
ep180 val_mae(c5,c6)=[0.01, 0.021]
ep200 val_mae(c5,c6)=[0.01, 0.02]
[gin_rwse_L5_s0] train_mae(c5,c6)=[0.005, 0.011] test_mae=[0.009, 0.016] (raw rings; std=[0.78, 0.95]) @ep200 (125.3s)
wrote /home/yurenh2/rrog/runs/cyc_gin_rwse_L5_s0.json
done=2026-06-16T09:08:37-05:00
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