From 731cee0a049298d2c9e1dda48ca40c70f1a4a43b Mon Sep 17 00:00:00 2001
From: Charly Lamothe <charly.lamothe@univ-amu.fr>
Date: Fri, 6 Mar 2020 16:50:56 +0100
Subject: [PATCH] Add stage5 experiments script

---
 run_stage5_experiments.sh | 14 ++++++++++++++
 1 file changed, 14 insertions(+)
 create mode 100755 run_stage5_experiments.sh

diff --git a/run_stage5_experiments.sh b/run_stage5_experiments.sh
new file mode 100755
index 0000000..a28cdf0
--- /dev/null
+++ b/run_stage5_experiments.sh
@@ -0,0 +1,14 @@
+#!/bin/bash
+core_number=1
+walltime=5:00
+seeds='1 2 3'
+
+for dataset in kin8nm kr-vs-kp spambase steel-plates 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 --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 --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 --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 --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 $seeds --extraction_strategy=kmeans --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=5 --models_dir=models/$dataset/stage5 --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 $seeds --extraction_strategy=ensemble --extracted_forest_size_stop=0.40 --extracted_forest_size_samples=30 --experiment_id=6 --models_dir=models/$dataset/stage5 --subsets_used train+dev,train+dev"
+done
-- 
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