From 46a4a8b0b766eabc9886bfd64a0c90fbede9e2f0 Mon Sep 17 00:00:00 2001 From: Charly Lamothe <charly.lamothe@univ-amu.fr> Date: Fri, 6 Mar 2020 06:40:09 +0100 Subject: [PATCH] Add stage5 scripts for kmeans and sim --- scripts/run_stage5_experiments_kmeans.sh | 12 ++++++++++++ scripts/run_stage5_experiments_similarity.sh | 12 ++++++++++++ 2 files changed, 24 insertions(+) create mode 100755 scripts/run_stage5_experiments_kmeans.sh create mode 100755 scripts/run_stage5_experiments_similarity.sh diff --git a/scripts/run_stage5_experiments_kmeans.sh b/scripts/run_stage5_experiments_kmeans.sh new file mode 100755 index 0000000..b5beae6 --- /dev/null +++ b/scripts/run_stage5_experiments_kmeans.sh @@ -0,0 +1,12 @@ +#!/bin/bash +core_number=50 +walltime=5:00 +seeds='1 2 3' + +for dataset in diabetes diamonds boston california_housing +do + oarsub -p "(gpu is null)" -l /core=5,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=none --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=1 --models_dir=models/$dataset/stage5_kmeans --subsets_used train+dev,train+dev" + oarsub -p "(gpu is null)" -l /core=5,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=random --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=2 --models_dir=models/$dataset/stage5_kmeans --subsets_used train+dev,train+dev" + oarsub -p "(gpu is null)" -l /core=5,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=omp --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=3 --models_dir=models/$dataset/stage5_kmeans --subsets_used train+dev,train+dev" + oarsub -p "(gpu is null)" -l /core=50,walltime=5:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=kmeans --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=4 --models_dir=models/$dataset/stage5_kmeans --subsets_used train+dev,train+dev" +done diff --git a/scripts/run_stage5_experiments_similarity.sh b/scripts/run_stage5_experiments_similarity.sh new file mode 100755 index 0000000..d7be4e9 --- /dev/null +++ b/scripts/run_stage5_experiments_similarity.sh @@ -0,0 +1,12 @@ +#!/bin/bash +core_number=1 +walltime=5:00 +seeds='1 2 3' + +for dataset in diabetes diamonds boston california_housing +do + oarsub -p "(gpu is null)" -l /core=5,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=none --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=1 --models_dir=models/$dataset/stage5_similarity --subsets_used train+dev,train+dev" + oarsub -p "(gpu is null)" -l /core=5,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=random --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=2 --models_dir=models/$dataset/stage5_similarity --subsets_used train+dev,train+dev" + oarsub -p "(gpu is null)" -l /core=5,walltime=1:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=omp --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=3 --models_dir=models/$dataset/stage5_similarity --subsets_used train+dev,train+dev" + oarsub -p "(gpu is null)" -l /core=50,walltime=5:00 "conda activate test_env && python code/train.py --dataset_name=$dataset --seeds $seeds --extraction_strategy=similarity --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=4 --models_dir=models/$dataset/stage5_similarity --subsets_used train+dev,train+dev" +done -- GitLab