diff --git a/horovod/keras/submit_job_jureca_python2.sh b/horovod/keras/submit_job_jureca_python2.sh
index fd28cdf5ffb989185fcac482302065d3aa4f0352..4a6162d5e090f17dc6419eeaac61eec407054cef 100755
--- a/horovod/keras/submit_job_jureca_python2.sh
+++ b/horovod/keras/submit_job_jureca_python2.sh
@@ -12,6 +12,8 @@
 #SBATCH --mail-type=ALL
 
 # Load the required modules
+module use /usr/local/software/jureca/OtherStages
+module load Stages/2018b
 module load GCC/7.3.0
 module load MVAPICH2/2.3-GDR
 module load TensorFlow/1.12.0-GPU-Python-2.7.15
diff --git a/horovod/keras/submit_job_jureca_python3.sh b/horovod/keras/submit_job_jureca_python3.sh
index 6b350ee105b0e3bec90bd766f32d9e81757be833..561a45df30794898960af6aa37ed927cc20db714 100755
--- a/horovod/keras/submit_job_jureca_python3.sh
+++ b/horovod/keras/submit_job_jureca_python3.sh
@@ -12,6 +12,8 @@
 #SBATCH --mail-type=ALL
 
 # Load the required modules
+module use /usr/local/software/jureca/OtherStages
+module load Stages/2018b
 module load GCC/7.3.0
 module load MVAPICH2/2.3-GDR
 module load TensorFlow/1.12.0-GPU-Python-3.6.6
diff --git a/horovod/tensorflow/submit_job_jureca_python2.sh b/horovod/tensorflow/submit_job_jureca_python2.sh
index 8f7dda037ce4de353248b9abd61d35bf2efa162e..68b28354eb1d24c248565dbf734544ea8a8bd1a4 100755
--- a/horovod/tensorflow/submit_job_jureca_python2.sh
+++ b/horovod/tensorflow/submit_job_jureca_python2.sh
@@ -12,6 +12,8 @@
 #SBATCH --mail-type=ALL
 
 # Load the required modules
+module use /usr/local/software/jureca/OtherStages
+module load Stages/2018b
 module load GCC/7.3.0
 module load MVAPICH2/2.3-GDR
 module load TensorFlow/1.12.0-GPU-Python-2.7.15
diff --git a/horovod/tensorflow/submit_job_jureca_python3.sh b/horovod/tensorflow/submit_job_jureca_python3.sh
index 3533fa6f0b983ec1e22e4d05969f80e9f793187e..2a50c8b813a7c7eeb56bdfd993b8738585fb6342 100755
--- a/horovod/tensorflow/submit_job_jureca_python3.sh
+++ b/horovod/tensorflow/submit_job_jureca_python3.sh
@@ -12,6 +12,8 @@
 #SBATCH --mail-type=ALL
 
 # Load the required modules
+module use /usr/local/software/jureca/OtherStages
+module load Stages/2018b
 module load GCC/7.3.0
 module load MVAPICH2/2.3-GDR
 module load TensorFlow/1.12.0-GPU-Python-3.6.6
diff --git a/keras/submit_job_jureca_python2.sh b/keras/submit_job_jureca_python2.sh
index fc26649f13467c875c04309a17d46533974552e1..3af58170348f83caa3f25cbc0c5ded3587a97f75 100755
--- a/keras/submit_job_jureca_python2.sh
+++ b/keras/submit_job_jureca_python2.sh
@@ -12,6 +12,8 @@
 #SBATCH --mail-type=ALL
 
 # Load the required modules
+module use /usr/local/software/jureca/OtherStages
+module load Stages/2018b
 module load GCC/7.3.0
 module load TensorFlow/1.12.0-GPU-Python-2.7.15
 module load Keras/2.2.4-GPU-Python-2.7.15
diff --git a/keras/submit_job_jureca_python3.sh b/keras/submit_job_jureca_python3.sh
index ea52f929aafc2855621726a16ffa98febfc51d0e..faf5b7c9d3dcd6676fffea6894d96d9418ae520f 100755
--- a/keras/submit_job_jureca_python3.sh
+++ b/keras/submit_job_jureca_python3.sh
@@ -12,6 +12,8 @@
 #SBATCH --mail-type=ALL
 
 # Load the required modules
+module use /usr/local/software/jureca/OtherStages
+module load Stages/2018b
 module load GCC/7.3.0
 module load TensorFlow/1.12.0-GPU-Python-3.6.6
 module load Keras/2.2.4-GPU-Python-3.6.6
diff --git a/pytorch/submit_job_jureca_python2.sh b/pytorch/submit_job_jureca_python2.sh
index a36bcfdf67b1e17cc0debbb2eb713ff97fe974b4..b5dcb4ff01f9670c252cafc8e60d55687c988d8f 100755
--- a/pytorch/submit_job_jureca_python2.sh
+++ b/pytorch/submit_job_jureca_python2.sh
@@ -12,6 +12,8 @@
 #SBATCH --mail-type=ALL
 
 # Load the required modules
+module use /usr/local/software/jureca/OtherStages
+module load Stages/2018b
 module load GCC/7.3.0
 module load MVAPICH2/2.3-GDR
 module load PyTorch/1.0.0-GPU-Python-2.7.15
diff --git a/pytorch/submit_job_jureca_python3.sh b/pytorch/submit_job_jureca_python3.sh
index 6deee4ef7ac2d860e5717477721ddccc69beccdf..d6d0de120c5c74a4e520a2a7f2cbd807da3e8c35 100755
--- a/pytorch/submit_job_jureca_python3.sh
+++ b/pytorch/submit_job_jureca_python3.sh
@@ -12,6 +12,8 @@
 #SBATCH --mail-type=ALL
 
 # Load the required modules
+module use /usr/local/software/jureca/OtherStages
+module load Stages/2018b
 module load GCC/7.3.0
 module load MVAPICH2/2.3-GDR
 module load PyTorch/1.0.0-GPU-Python-3.6.6
diff --git a/tensorflow/submit_job_jureca_python2.sh b/tensorflow/submit_job_jureca_python2.sh
index 91363e9ce9264fbeb82718051309f090dbd541cd..e1f6d0c41817f23fdf7492a22eccb002d5993de1 100755
--- a/tensorflow/submit_job_jureca_python2.sh
+++ b/tensorflow/submit_job_jureca_python2.sh
@@ -12,6 +12,8 @@
 #SBATCH --mail-type=ALL
 
 # Load the required modules
+module use /usr/local/software/jureca/OtherStages
+module load Stages/2018b
 module load GCC/7.3.0
 module load TensorFlow/1.12.0-GPU-Python-2.7.15
 
diff --git a/tensorflow/submit_job_jureca_python3.sh b/tensorflow/submit_job_jureca_python3.sh
index 49f84d22f0f0119ae92c9766479b946fc2f07b80..f66fbb0f73142f6b7b41ca5e09a39760530d770d 100755
--- a/tensorflow/submit_job_jureca_python3.sh
+++ b/tensorflow/submit_job_jureca_python3.sh
@@ -12,6 +12,8 @@
 #SBATCH --mail-type=ALL
 
 # Load the required modules
+module use /usr/local/software/jureca/OtherStages
+module load Stages/2018b
 module load GCC/7.3.0
 module load TensorFlow/1.12.0-GPU-Python-3.6.6