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+ [[ hB != hxB ]]
+ XTRACE_STATE=-x
+ [[ hxB != hxB ]]
+ VERBOSE_STATE=+v
+ set +xv
+ unset XTRACE_STATE VERBOSE_STATE
+ set -euo pipefail
+ cd /home/yurenh2/rrog
+ export PYTHONPATH=/home/yurenh2/rrog:
+ PYTHONPATH=/home/yurenh2/rrog:
+ DEVICE=cuda:1
+ EPOCHS=100
+ SEED=0
+ run_if_missing sgc fixed-rrog 3 3
+ local view=sgc
+ local compute=fixed-rrog
+ local t=3
+ local ns=3
+ local out=runs/ogbg-molhiv_sgc_fixed-rrog_T3_ns3_h128_e100_s0.json
+ [[ -f runs/ogbg-molhiv_sgc_fixed-rrog_T3_ns3_h128_e100_s0.json ]]
+ echo '[run] view=sgc compute=fixed-rrog T=3 ns=3 device=cuda:1'
[run] view=sgc compute=fixed-rrog T=3 ns=3 device=cuda:1
+ python3 -m rrog.cli run --task ogbg-molhiv --view sgc --compute fixed-rrog --epochs 100 --T 3 --n_sup 3 --seed 0 --device cuda:1
python3 rrog/train_ogb_graphprop.py --dataset ogbg-molhiv --view sgc --compute fixed-rrog --T 3 --n_sup 3 --hidden 128 --bs 128 --epochs 100 --eval_every 10 --agg_layers 5 --compute_layers 2 --seed 0 --device cuda:1
ep10 val_rocauc=0.71985 halt=0.00 train_steps=3.00
ep20 val_rocauc=0.72847 halt=0.00 train_steps=3.00
ep30 val_rocauc=0.72656 halt=0.00 train_steps=3.00
ep40 val_rocauc=0.72385 halt=0.00 train_steps=3.00
ep50 val_rocauc=0.73415 halt=0.00 train_steps=3.00
ep60 val_rocauc=0.74863 halt=0.00 train_steps=3.00
ep70 val_rocauc=0.73652 halt=0.00 train_steps=3.00
ep80 val_rocauc=0.74310 halt=0.00 train_steps=3.00
ep90 val_rocauc=0.74841 halt=0.00 train_steps=3.00
ep100 val_rocauc=0.73595 halt=0.00 train_steps=3.00
[ogbg-molhiv_sgc_fixed-rrog_T3_ns3_h128_e100_s0] best_ep=60 val={'rocauc': 0.7486343817362336} test={'rocauc': 0.7382220591359432} adaptive=None steps=None
wrote /home/yurenh2/rrog/runs/ogbg-molhiv_sgc_fixed-rrog_T3_ns3_h128_e100_s0.json
+ run_if_missing cheb classic 0 1
+ local view=cheb
+ local compute=classic
+ local t=0
+ local ns=1
+ local out=runs/ogbg-molhiv_cheb_classic_T0_ns1_h128_e100_s0.json
+ [[ -f runs/ogbg-molhiv_cheb_classic_T0_ns1_h128_e100_s0.json ]]
+ echo '[run] view=cheb compute=classic T=0 ns=1 device=cuda:1'
[run] view=cheb compute=classic T=0 ns=1 device=cuda:1
+ python3 -m rrog.cli run --task ogbg-molhiv --view cheb --compute classic --epochs 100 --T 0 --n_sup 1 --seed 0 --device cuda:1
python3 rrog/train_ogb_graphprop.py --dataset ogbg-molhiv --view cheb --compute classic --T 0 --n_sup 1 --hidden 128 --bs 128 --epochs 100 --eval_every 10 --agg_layers 5 --compute_layers 2 --seed 0 --device cuda:1
ep10 val_rocauc=0.72594 halt=0.00 train_steps=1.00
ep20 val_rocauc=0.78152 halt=0.00 train_steps=1.00
ep30 val_rocauc=0.75664 halt=0.00 train_steps=1.00
ep40 val_rocauc=0.74200 halt=0.00 train_steps=1.00
ep50 val_rocauc=0.79068 halt=0.00 train_steps=1.00
ep60 val_rocauc=0.79676 halt=0.00 train_steps=1.00
ep70 val_rocauc=0.76138 halt=0.00 train_steps=1.00
ep80 val_rocauc=0.77612 halt=0.00 train_steps=1.00
ep90 val_rocauc=0.77074 halt=0.00 train_steps=1.00
ep100 val_rocauc=0.77029 halt=0.00 train_steps=1.00
[ogbg-molhiv_cheb_classic_T0_ns1_h128_e100_s0] best_ep=60 val={'rocauc': 0.796764770723104} test={'rocauc': 0.7451302651654147} adaptive=None steps=None
wrote /home/yurenh2/rrog/runs/ogbg-molhiv_cheb_classic_T0_ns1_h128_e100_s0.json
+ run_if_missing cheb fixed-rrog 3 3
+ local view=cheb
+ local compute=fixed-rrog
+ local t=3
+ local ns=3
+ local out=runs/ogbg-molhiv_cheb_fixed-rrog_T3_ns3_h128_e100_s0.json
+ [[ -f runs/ogbg-molhiv_cheb_fixed-rrog_T3_ns3_h128_e100_s0.json ]]
+ echo '[run] view=cheb compute=fixed-rrog T=3 ns=3 device=cuda:1'
[run] view=cheb compute=fixed-rrog T=3 ns=3 device=cuda:1
+ python3 -m rrog.cli run --task ogbg-molhiv --view cheb --compute fixed-rrog --epochs 100 --T 3 --n_sup 3 --seed 0 --device cuda:1
python3 rrog/train_ogb_graphprop.py --dataset ogbg-molhiv --view cheb --compute fixed-rrog --T 3 --n_sup 3 --hidden 128 --bs 128 --epochs 100 --eval_every 10 --agg_layers 5 --compute_layers 2 --seed 0 --device cuda:1
ep10 val_rocauc=0.72235 halt=0.00 train_steps=3.00
ep20 val_rocauc=0.76443 halt=0.00 train_steps=3.00
ep30 val_rocauc=0.77549 halt=0.00 train_steps=3.00
ep40 val_rocauc=0.73576 halt=0.00 train_steps=3.00
ep50 val_rocauc=0.77500 halt=0.00 train_steps=3.00
ep60 val_rocauc=0.77257 halt=0.00 train_steps=3.00
ep70 val_rocauc=0.76067 halt=0.00 train_steps=3.00
ep80 val_rocauc=0.76616 halt=0.00 train_steps=3.00
ep90 val_rocauc=0.76171 halt=0.00 train_steps=3.00
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