diff --git a/scripts/run_stage4_experiments.sh b/scripts/run_stage4_experiments.sh index 9e0043a6be24bd8169eff55acf63c2531595a5fc..ba8386653eea0cf8fd0c3e4aef212a94ba1016e4 100644 --- a/scripts/run_stage4_experiments.sh +++ b/scripts/run_stage4_experiments.sh @@ -3,7 +3,7 @@ core_number=5 walltime=1:00 seeds='1 2 3' -for dataset in diamonds california_housing boston iris diabetes digits linnerud wine breast_cancer olivetti_faces 20newsgroups_vectorized lfw_pairs +for dataset in kr-vs-kp steel-plates do oarsub -p "(gpu is null)" -l /core=$core_number,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=none --save_experiment_configuration 4 none_with_params --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=1 --models_dir=models/$dataset/stage4 --subsets_used train+dev,train+dev" oarsub -p "(gpu is null)" -l /core=$core_number,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=random --save_experiment_configuration 4 random_with_params --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=2 --models_dir=models/$dataset/stage4 --subsets_used train+dev,train+dev"