diff --git a/scripts/smd_full_run.sh b/scripts/smd_full_run.sh
deleted file mode 100644
index 5921c7b55afc9efcac3264cbe00e279bb73e9a00..0000000000000000000000000000000000000000
--- a/scripts/smd_full_run.sh
+++ /dev/null
@@ -1,16 +0,0 @@
-#!/bin/sh
-# Options SBATCH:
-#SBATCH --job-name=SMD_Full_run
-#SBATCH --ntasks=1
-#SBATCH --cpus-per-task=4
-
-#SBATCH --mail-type=END
-#SBATCH --mail-user=pierre.lotte@irit.fr
-#SBATCH --output=output/smd-%j.out
-#SBATCH --error=output/smd-%j.err
-
-#SBATCH --partition=GPUNodes
-#SBATCH --gres=gpu:1
-
-# Traitement
-srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /projects/sig/plotte/tsg_env/bin/python ./main.py -c output/SMD/* -a kmeans health_esn random_black_forest deepant -i SMD -s train
diff --git a/scripts/smd_machine_1.sh b/scripts/smd_machine_1.sh
index 3d8daa1567e5e13cfb86e28077ffb5724edc2847..6ab2a803e79c18430ac58222ccf92316275219a5 100644
--- a/scripts/smd_machine_1.sh
+++ b/scripts/smd_machine_1.sh
@@ -1,13 +1,13 @@
 #!/bin/sh
 # Options SBATCH:
-#SBATCH --job-name=SMD_Full_run
-#SBATCH --cpus-per-task=4
-#SBATCH --array=1-8%4
+#SBATCH --job-name=SMD_Machine_1
+#SBATCH --cpus-per-task=8
+#SBATCH --array=1-8%3
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
-#SBATCH --output=output/smd-%j.out
-#SBATCH --error=output/smd-%j.err
+#SBATCH --output=output/smd-machine-1-%j.out
+#SBATCH --error=output/smd-machine-1-%j.err
 
 #SBATCH --partition=24CPUNodes
 
diff --git a/scripts/smd_machine_2.sh b/scripts/smd_machine_2.sh
index 3567cf83ee46ac13d135575f6b9cc7f74d2862aa..266e6e3cbb2acdf607bc6ce5c19d27e05c4d66bc 100644
--- a/scripts/smd_machine_2.sh
+++ b/scripts/smd_machine_2.sh
@@ -1,13 +1,13 @@
 #!/bin/sh
 # Options SBATCH:
-#SBATCH --job-name=SMD_Full_run
-#SBATCH --cpus-per-task=4
-#SBATCH --array=1-8%4
+#SBATCH --job-name=SMD_Machine_2
+#SBATCH --cpus-per-task=8
+#SBATCH --array=1-8%3
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
-#SBATCH --output=output/smd-%j.out
-#SBATCH --error=output/smd-%j.err
+#SBATCH --output=output/smd-machine-2-%j.out
+#SBATCH --error=output/smd-machine-2-%j.err
 
 #SBATCH --partition=24CPUNodes
 
diff --git a/scripts/smd_machine_3.sh b/scripts/smd_machine_3.sh
index e30fe9a2cbee41bd40d2da3c1bc45755e9e3de06..a60b541b25ac744fa19cb74ddb1d5251a321dfa3 100644
--- a/scripts/smd_machine_3.sh
+++ b/scripts/smd_machine_3.sh
@@ -1,13 +1,13 @@
 #!/bin/sh
 # Options SBATCH:
-#SBATCH --job-name=SMD_Full_run
-#SBATCH --cpus-per-task=4
-#SBATCH --array=1-11%4
+#SBATCH --job-name=SMD_Machine_3
+#SBATCH --cpus-per-task=8
+#SBATCH --array=1-11%3
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
-#SBATCH --output=output/smd-%j.out
-#SBATCH --error=output/smd-%j.err
+#SBATCH --output=output/smd-machine-3-%j.out
+#SBATCH --error=output/smd-machine-3-%j.err
 
 #SBATCH --partition=24CPUNodes
 
diff --git a/scripts/swat_full_run.sh b/scripts/swat_full_run.sh
index b33b78813cdf7067b1da97a2154ce5857f740c1c..9c850616c44b1c19016ab291a281e9637ee300ef 100644
--- a/scripts/swat_full_run.sh
+++ b/scripts/swat_full_run.sh
@@ -1,16 +1,15 @@
 #!/bin/sh
 # Options SBATCH:
-#SBATCH --job-name=SWaT_Full_run
+#SBATCH --job-name=SWaT
 #SBATCH --ntasks=1
-#SBATCH --cpus-per-task=4
+#SBATCH --cpus-per-task=8
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
 #SBATCH --output=output/swat-%j.out
 #SBATCH --error=output/swat-%j.err
 
-#SBATCH --partition=GPUNodes
-#SBATCH --gres=gpu:1
+#SBATCH --partition=24CPUNodes
 
 # Traitement
-srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /projects/sig/plotte/tsg_env/bin/python ./main.py -c output/SWaT/default -a kmeans health_esn random_black_forest deepant -i SWaT -s train
+srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /projects/sig/plotte/tsg_env/bin/python ./main.py -c output/SWaT/default -a kmeans health_esn deepant lstm_ad iforest if_lof lof -i SWaT -s train
diff --git a/scripts/synthetiques_full_run.sh b/scripts/synthetiques_full_run.sh
index 355c7ec49b872067b9f6aef8bd86e9d92a35cfe3..67bd855098b2396ce428cb7ca6b77e0ee2fe317f 100644
--- a/scripts/synthetiques_full_run.sh
+++ b/scripts/synthetiques_full_run.sh
@@ -1,6 +1,6 @@
 #!/bin/sh
 # Options SBATCH:
-#SBATCH --job-name=Synthetique_param_default
+#SBATCH --job-name=Synthetique
 #SBATCH --cpus-per-task=8
 #SBATCH --array=1-20%6
 
diff --git a/scripts/wadi_full_run.sh b/scripts/wadi_full_run.sh
index 5c4cb7478937cf0ff299f3fc80c7f71766be9a5c..e4131d3c111ea75121647f98ae4e40aad1f3676a 100644
--- a/scripts/wadi_full_run.sh
+++ b/scripts/wadi_full_run.sh
@@ -1,16 +1,15 @@
 #!/bin/sh
 # Options SBATCH:
-#SBATCH --job-name=WADI_Full_run
+#SBATCH --job-name=WADI
 #SBATCH --ntasks=1
-#SBATCH --cpus-per-task=4
+#SBATCH --cpus-per-task=8
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
 #SBATCH --output=output/wadi-%j.out
 #SBATCH --error=output/wadi-%j.err
 
-#SBATCH --partition=GPUNodes
-#SBATCH --gres=gpu:1
+#SBATCH --partition=24CPUNodes
 
 # Traitement
-srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /projects/sig/plotte/tsg_env/bin/python ./main.py -c output/WADI/default -a kmeans health_esn random_black_forest deepant -i WADI -s train
+srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /projects/sig/plotte/tsg_env/bin/python ./main.py -c output/WADI/default -a kmeans health_esn deepant lstm_ad iforest if_lof lof -i WADI -s train