Change scripts

scripts/gen_config.sh

 #!/bin/sh
 
-mkdir paradise/config
+mkdir paradise/config-max
 
-poetry run paradise/config_maker/config_maker.py -d 2 -l 20000 -c 0.1 1 5 10 -s 1 2 -o config
-poetry run paradise/config_maker/config_maker.py -d 4 -l 20000 -c 0.1 1 5 10 -s 1 2 4 -o config
-poetry run paradise/config_maker/config_maker.py -d 6 -l 20000 -c 0.1 1 5 10 -s 1 2 4 6 -o config
-poetry run paradise/config_maker/config_maker.py -d 8 -l 20000 -c 0.1 1 5 10 -s 1 2 4 6 8 -o config
-poetry run paradise/config_maker/config_maker.py -d 10 -l 20000 -c 0.1 1 5 10 -s 1 2 4 6 8 10 -o config
-poetry run paradise/config_maker/config_maker.py -d 15 -l 20000 -c 0.1 1 5 10 -s 1 2 4 6 8 10 -o config
-poetry run paradise/config_maker/config_maker.py -d 20 -l 20000 -c 0.1 1 5 10 -s 1 2 4 6 8 10 -o config
-poetry run paradise/config_maker/config_maker.py -d 25 -l 20000 -c 0.1 1 5 10 -s 1 2 4 6 8 10 -o config
-poetry run paradise/config_maker/config_maker.py -d 30 -l 20000 -c 0.1 1 5 10 -s 1 2 4 6 8 10 15 -o config
-poetry run paradise/config_maker/config_maker.py -d 35 -l 20000 -c 0.1 1 5 10 -s 1 2 4 6 8 10 15 -o config
-poetry run paradise/config_maker/config_maker.py -d 40 -l 20000 -c 0.1 1 5 10 -s 1 2 4 6 8 10 15 20 -o config
-poetry run paradise/config_maker/config_maker.py -d 45 -l 20000 -c 0.1 1 5 10 -s 1 2 4 6 8 10 15 20 -o config
-poetry run paradise/config_maker/config_maker.py -d 50 -l 20000 -c 0.1 1 5 10 -s 1 2 4 6 8 10 15 20 -o config
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 2 -l 20000 -c 0.1 1 5 10 -s 1 2 -o config-max
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 4 -l 20000 -c 0.1 1 5 10 -s 1 2 -o config-max
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 6 -l 20000 -c 0.1 1 5 10 -s 1 2 -o config-max
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 8 -l 20000 -c 0.1 1 5 10 -s 1 2 4 -o config-max
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 10 -l 20000 -c 0.1 1 5 10 -s 1 4 6 -o config-max
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 15 -l 20000 -c 0.1 1 5 10 -s 1 4 8 -o config-max
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 20 -l 20000 -c 0.1 1 5 10 -s 1 4 8 10 -o config-max
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 25 -l 20000 -c 0.1 1 5 10 -s 1 4 8 10 -o config-max
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 30 -l 20000 -c 0.1 1 5 10 -s 1 4 8 10 15 -o config-max
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 35 -l 20000 -c 0.1 1 5 10 -s 1 4 8 10 15 -o config-max
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 40 -l 20000 -c 0.1 1 5 10 -s 1 4 8 10 20 -o config-max
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 45 -l 20000 -c 0.1 1 5 10 -s 1 4 8 10 20 -o config-max
+~/.local/bin/poetry run python paradise/config_maker/config_maker.py -d 50 -l 20000 -c 0.1 1 5 10 -s 1 4 8 10 20 -o config-max

scripts/smd_machine_1.sh

@@ -2,14 +2,14 @@
 # Options SBATCH:
 #SBATCH --job-name=SMD_Machine_1
 #SBATCH --cpus-per-task=12
-#SBATCH --array=1-8%2
+#SBATCH --array=1-8%4
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
 #SBATCH --output=output/smd-machine-1-%j.out
 #SBATCH --error=output/smd-machine-1-%j.err
 
-#SBATCH --partition=24CPUNodes
+#SBATCH --partition=48CPUNodes
 
 # Traitement
-srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /home/plotte/.local/bin/poetry run python paradise/main.py -c output/SMD/machine-1-$SLURM_ARRAY_TASK_ID -a kmeans health_esn deepant iforest lof if_lof -i SMD -s train
+srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /home/plotte/.local/bin/poetry run python paradise/main.py -c output/SMD-no-merge-kmeans/machine-1-$SLURM_ARRAY_TASK_ID -a kmeans health_esn deepant iforest lof if_lof -i SMD-no-merge-kmeans -m kmeans -s train

scripts/smd_machine_2.sh

@@ -2,14 +2,14 @@
 # Options SBATCH:
 #SBATCH --job-name=SMD_Machine_2
 #SBATCH --cpus-per-task=12
-#SBATCH --array=1-9%2
+#SBATCH --array=1-9%4
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
 #SBATCH --output=output/smd-machine-2-%j.out
 #SBATCH --error=output/smd-machine-2-%j.err
 
-#SBATCH --partition=24CPUNodes
+#SBATCH --partition=48CPUNodes
 
 # Traitement
-srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /home/plotte/.local/bin/poetry run python paradise/main.py -c output/SMD/machine-2-$SLURM_ARRAY_TASK_ID -a kmeans health_esn deepant iforest lof if_lof -i SMD -s train
+srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /home/plotte/.local/bin/poetry run python paradise/main.py -c output/SMD-no-merge-kmeans/machine-2-$SLURM_ARRAY_TASK_ID -a kmeans health_esn deepant iforest lof if_lof -i SMD-no-merge-kmeans -m kmeans -s train

scripts/smd_machine_3.sh

@@ -2,7 +2,7 @@
 # Options SBATCH:
 #SBATCH --job-name=SMD_Machine_3
 #SBATCH --cpus-per-task=12
-#SBATCH --array=1-11%3
+#SBATCH --array=1-11%4
 
 #SBATCH --mail-type=END
 #SBATCH --mail-user=pierre.lotte@irit.fr
@@ -12,4 +12,4 @@
 #SBATCH --partition=48CPUNodes
 
 # Traitement
-srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /home/plotte/.local/bin/poetry run python paradise/main.py -c output/SMD/machine-3-$SLURM_ARRAY_TASK_ID -a kmeans health_esn deepant iforest lof if_lof -i SMD -s train
+srun singularity exec /apps/containerCollections/CUDA12/pytorch2-NGC-24-02.sif /home/plotte/.local/bin/poetry run python paradise/main.py -c output/SMD-no-merge-kmeans/machine-3-$SLURM_ARRAY_TASK_ID -a kmeans health_esn deepant iforest lof if_lof -i SMD-no-merge-kmeans -m kmeans -s train