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script_main_superpixels_graph_classification_CIFAR10.sh
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script_main_superpixels_graph_classification_CIFAR10.sh
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#!/bin/bash
# check :
# bash script.sh
# tmux attach -t script_mol_opt
# tmux detach
# pkill python
# bash script_main_superpixels_graph_classification_CIFAR10.sh
############
# GNNs
############
#GatedGCN
#GCN
#GraphSage
#MLP
#GIN
#MoNet
#GAT
#DiffPool
############
# CIFAR - 4 RUNS
############
seed0=41
seed1=95
seed2=12
seed3=35
code=main_superpixels_graph_classification.py
tmux new -s benchmark_superpixels_graph_classification -d
tmux send-keys "source activate benchmark_gnn" C-m
dataset=CIFAR10
tmux send-keys "
python $code --dataset $dataset --gpu_id 0 --seed $seed0 --config 'configs/superpixels_graph_classification_MLP_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 1 --seed $seed1 --config 'configs/superpixels_graph_classification_MLP_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 2 --seed $seed2 --config 'configs/superpixels_graph_classification_MLP_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 3 --seed $seed3 --config 'configs/superpixels_graph_classification_MLP_CIFAR10.json' &
wait" C-m
tmux send-keys "
python $code --dataset $dataset --gpu_id 0 --seed $seed0 --config 'configs/superpixels_graph_classification_MLP_GATED_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 1 --seed $seed1 --config 'configs/superpixels_graph_classification_MLP_GATED_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 2 --seed $seed2 --config 'configs/superpixels_graph_classification_MLP_GATED_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 3 --seed $seed3 --config 'configs/superpixels_graph_classification_MLP_GATED_CIFAR10.json' &
wait" C-m
tmux send-keys "
python $code --dataset $dataset --gpu_id 0 --seed $seed0 --config 'configs/superpixels_graph_classification_GIN_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 1 --seed $seed1 --config 'configs/superpixels_graph_classification_GIN_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 2 --seed $seed2 --config 'configs/superpixels_graph_classification_GIN_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 3 --seed $seed3 --config 'configs/superpixels_graph_classification_GIN_CIFAR10.json' &
wait" C-m
tmux send-keys "
python $code --dataset $dataset --gpu_id 0 --seed $seed0 --config 'configs/superpixels_graph_classification_GCN_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 1 --seed $seed1 --config 'configs/superpixels_graph_classification_GCN_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 2 --seed $seed2 --config 'configs/superpixels_graph_classification_GCN_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 3 --seed $seed3 --config 'configs/superpixels_graph_classification_GCN_CIFAR10.json' &
wait" C-m
tmux send-keys "
python $code --dataset $dataset --gpu_id 0 --seed $seed0 --config 'configs/superpixels_graph_classification_GraphSage_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 1 --seed $seed1 --config 'configs/superpixels_graph_classification_GraphSage_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 2 --seed $seed2 --config 'configs/superpixels_graph_classification_GraphSage_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 3 --seed $seed3 --config 'configs/superpixels_graph_classification_GraphSage_CIFAR10.json' &
wait" C-m
tmux send-keys "
python $code --dataset $dataset --gpu_id 0 --seed $seed0 --config 'configs/superpixels_graph_classification_GatedGCN_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 1 --seed $seed1 --config 'configs/superpixels_graph_classification_GatedGCN_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 2 --seed $seed2 --config 'configs/superpixels_graph_classification_GatedGCN_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 3 --seed $seed3 --config 'configs/superpixels_graph_classification_GatedGCN_CIFAR10.json' &
wait" C-m
tmux send-keys "
python $code --dataset $dataset --gpu_id 0 --seed $seed0 --config 'configs/superpixels_graph_classification_GAT_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 1 --seed $seed1 --config 'configs/superpixels_graph_classification_GAT_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 2 --seed $seed2 --config 'configs/superpixels_graph_classification_GAT_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 3 --seed $seed3 --config 'configs/superpixels_graph_classification_GAT_CIFAR10.json' &
wait" C-m
tmux send-keys "
python $code --dataset $dataset --gpu_id 0 --seed $seed0 --config 'configs/superpixels_graph_classification_DiffPool_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 1 --seed $seed1 --config 'configs/superpixels_graph_classification_DiffPool_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 2 --seed $seed2 --config 'configs/superpixels_graph_classification_DiffPool_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 3 --seed $seed3 --config 'configs/superpixels_graph_classification_DiffPool_CIFAR10.json' &
wait" C-m
tmux send-keys "
python $code --dataset $dataset --gpu_id 0 --seed $seed0 --config 'configs/superpixels_graph_classification_MoNet_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 1 --seed $seed1 --config 'configs/superpixels_graph_classification_MoNet_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 2 --seed $seed2 --config 'configs/superpixels_graph_classification_MoNet_CIFAR10.json' &
python $code --dataset $dataset --gpu_id 3 --seed $seed3 --config 'configs/superpixels_graph_classification_MoNet_CIFAR10.json' &
wait" C-m
tmux send-keys "tmux kill-session -t benchmark_superpixels_graph_classification" C-m