diff --git a/install/CENTOS7INTEL b/install/CENTOS7INTEL
index cf2982113d37acbf827621f6ef8096345b5f3ebe..2ce7c5b5af8fb52648956bb874c3a89da292566c 100644
--- a/install/CENTOS7INTEL
+++ b/install/CENTOS7INTEL
@@ -14,13 +14,6 @@ yum -y groupinstall "Development Tools"
 
 cd /tmp
 
-# OpenMPI
-#wget https://www.open-mpi.org/software/ompi/v2.1/downloads/openmpi-2.1.1.tar.gz
-#tar xvf openmpi-2.1.1.tar.gz && cd openmpi-2.1.1
-#./configure --prefix=/usr/local
-#make -j 16
-#make install
-
 # pip
 curl -s -O https://bootstrap.pypa.io/get-pip.py
 python get-pip.py
diff --git a/install/CONFIG b/install/CONFIG
index 551e5c1e24e45bf7b32ee4724cf0224d44e3fd65..82826b9e9a1e4725f17c5d081354411fb42e6deb 100644
--- a/install/CONFIG
+++ b/install/CONFIG
@@ -2,9 +2,9 @@ GPU_DRIVER_VERSION=390.30
 GPU_DRIVER_PATH=/apps/easybuild/sources/n/NVIDIA/NVIDIA-Linux-x86_64-390.30.run
 MPSS_PATH=/opt/mpss
 MIC_PATH=./rpm.tar.gz
-SINGULARITY_BIN_PATH=/apps/all/Singularity/3.0.0-GCC-6.3.0-2.27/bin
+SINGULARITY_BIN_PATH=/apps/all/Singularity/3.1.0/bin
 IMAGE_PATH=/apps/all/OS
 MODULEFILE_PATH=/apps/modules
 USER_IMAGE=easybuild
 EBROOTSQUASHFSMINTOOLS=/apps/all/squashfs-tools/4.3
-PATH=$PATH:/apps/all/Singularity/3.0.0-GCC-6.3.0-2.27/bin
+PATH=$PATH:/apps/all/Singularity/3.1.0/bin