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cmds_train.sh
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cmds_train.sh
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# python train.py --gpu 0 --dropout 0.4 --dropout2 0.1 --lr1 0.03 --lr2 0.01 --n-layers 10 --wd1 1e-07 --wd2 1e-06 --seed 42 --model OptBasisGNN --dataset cs --udgraph --early-stop --n-hidden 64 --n-cv 20 --log-detail --log-detailedCh 1>logs/OptBasisGNN-cs.log 2>logs/OptBasisGNN-cs.err
# python train.py --gpu 0 --dropout 0.5 --dropout2 0.0 --lr1 0.0 --lr2 0.0 --n-layers 10 --wd1 0.0001 --wd2 0.0001 --seed 42 --model OptBasisGNN --dataset physics --udgraph --early-stop --n-hidden 64 --n-cv 20 --log-detail --log-detailedCh 1>logs/OptBasisGNN-physics.log 2>logs/OptBasisGNN-physics.err
# python train.py --gpu 0 --dropout 0.1 --dropout2 0.6000000000000001 --lr1 0.04 --lr2 0.01 --lr3 0.0 --n-layers 10 --wd1 0.0001 --wd2 1e-07 --wd3 1e-07 --seed 42 --model FavardGNN --dataset cs --udgraph --early-stop --n-hidden 64 --n-cv 20 --log-detail --log-detailedCh 1>logs/FavardGNN-cs.log 2>logs/FavardGNN-cs.err
# python train.py --gpu 1 --dropout 0.30000000000000004 --dropout2 0.1 --lr1 0.0 --lr2 0.01 --lr3 0.03 --n-layers 10 --wd1 1e-05 --wd2 1e-07 --wd3 0.001 --seed 42 --model FavardGNN --dataset physics --udgraph --early-stop --n-hidden 64 --n-cv 20 --log-detail --log-detailedCh 1>logs/FavardGNN-physics.log 2>logs/FavardGNN-physics.err
# python train.py --gpu 1 --dropout 0.0 --dropout2 0.0 --lr1 0.04 --lr2 0.05 --n-layers 10 --wd1 1e-07 --wd2 0.0001 --seed 42 --model OptBasisGNN --dataset minesweeper --udgraph --early-stop --n-hidden 64 --n-cv 10 --es-ckpt OptBasisGNN-minesweeper --log-detail --log-detailedCh 1>logs/OptBasisGNN-minesweeper.log 2>logs/OptBasisGNN-minesweeper.err
# python train.py --gpu 1 --dropout 0.0 --dropout2 0.1 --lr1 0.05 --lr2 0.04 --n-layers 10 --wd1 0.0001 --wd2 1e-08 --seed 42 --model OptBasisGNN --dataset tolokers --udgraph --early-stop --n-hidden 64 --n-cv 10 --es-ckpt OptBasisGNN-tolokers --log-detail --log-detailedCh 1>logs/OptBasisGNN-tolokers.log 2>logs/OptBasisGNN-tolokers.err
# python train.py --gpu 1 --dropout 0.30000000000000004 --dropout2 0.0 --lr1 0.04 --lr2 0.05 --n-layers 10 --wd1 1e-08 --wd2 1e-08 --seed 42 --model OptBasisGNN --dataset roman-empire --udgraph --early-stop --n-hidden 64 --n-cv 10 --es-ckpt OptBasisGNN-roman-empire --log-detail --log-detailedCh 1>logs/OptBasisGNN-roman-empire.log 2>logs/OptBasisGNN-roman-empire.err
# python train.py --gpu 1 --dropout 0.0 --dropout2 0.0 --lr1 0.0 --lr2 0.04 --lr3 0.02 --n-layers 10 --wd1 0.001 --wd2 1e-05 --wd3 0.0001 --seed 42 --model FavardGNN --dataset minesweeper --udgraph --early-stop --n-hidden 64 --n-cv 10 --es-ckpt FavardGNN-minesweeper --log-detail --log-detailedCh 1>logs/FavardGNN-minesweeper.log 2>logs/FavardGNN-minesweeper.err
# python train.py --gpu 1 --dropout 0.0 --dropout2 0.4 --lr1 0.03 --lr2 0.01 --lr3 0.04 --n-layers 10 --wd1 1e-05 --wd2 1e-05 --wd3 1e-06 --seed 42 --model FavardGNN --dataset tolokers --udgraph --early-stop --n-hidden 64 --n-cv 10 --es-ckpt FavardGNN-tolokers --log-detail --log-detailedCh 1>logs/FavardGNN-tolokers.log 2>logs/FavardGNN-tolokers.err
# python train.py --gpu 1 --dropout 0.30000000000000004 --dropout2 0.0 --lr1 0.03 --lr2 0.02 --lr3 0.05 --n-layers 10 --wd1 1e-06 --wd2 0.001 --wd3 1e-05 --seed 42 --model FavardGNN --dataset roman-empire --udgraph --early-stop --n-hidden 64 --n-cv 10 --es-ckpt FavardGNN-roman-empire --log-detail --log-detailedCh 1>logs/FavardGNN-roman-empire.log 2>logs/FavardGNN-roman-empire.err
python train.py --gpu 0 --dropout 0.5 --dropout2 0.0 --lr1 0.005 --lr2 0.005 --n-layers 10 --wd1 0.0001 --wd2 0.0001 --seed 42 --model OptBasisGNN --dataset physics --udgraph --early-stop --n-hidden 64 --n-cv 20 --log-detail --log-detailedCh 1>logs/OptBasisGNN-physics-1e-1.log 2>logs/OptBasisGNN-physics-1e-1.err
python train.py --gpu 1 --dropout 0.30000000000000004 --dropout2 0.1 --lr1 0.005 --lr2 0.01 --lr3 0.03 --n-layers 10 --wd1 1e-05 --wd2 1e-07 --wd3 0.001 --seed 42 --model FavardGNN --dataset physics --udgraph --early-stop --n-hidden 64 --n-cv 20 --log-detail --log-detailedCh 1>logs/FavardGNN-physics-1e-1.log 2>logs/FavardGNN-physics-1e-1.err
python train.py --gpu 1 --dropout 0.0 --dropout2 0.0 --lr1 0.005 --lr2 0.04 --lr3 0.02 --n-layers 10 --wd1 0.001 --wd2 1e-05 --wd3 0.0001 --seed 42 --model FavardGNN --dataset minesweeper --udgraph --early-stop --n-hidden 64 --n-cv 10 --es-ckpt FavardGNN-minesweeper --log-detail --log-detailedCh 1>logs/FavardGNN-minesweeper-1e-1.log 2>logs/FavardGNN-minesweeper-1e-1.err