diff --git a/1.7-gpu/README.md b/1.7-gpu/README.md
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-This is a trial file
diff --git a/1.9-gpu/README b/1.9-gpu/README
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+To install tensorflow with virtualenv you have to:
+
+1) Create the virtualenv environment and choose a Python interpreter
+
+virtualenv --system-site-packages -p python3 tensorflow-1.9
+
+2) Activate the virtualenv environment
+
+source ~/tensorflow/tensorflow-1.9/bin/activate
+
+3) Use pip3 to install the package
+
+pip3 install --no-deps --upgrade --user tensorflow-1.9.0-cp36-cp36m-linux_x86_64.whl
+
+4) You might need to install extra packages with pip3
+
+5) Modify the script.sh provided here and enjoy tensorflow
diff --git a/1.9-gpu/script.sh b/1.9-gpu/script.sh
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+#!/bin/bash
+
+#SBATCH --nodes=1
+#SBATCH --time=1:0:0
+#SBATCH --partition=gpu
+#SBATCH --gres=gpu:1
+#SBATCH --qos=gpu
+
+source /ssoft/spack/bin/slmodules.sh -s  x86_E5v2_Mellanox_GPU
+source /scratch/nvarini/tensorflow-1.9.0-pip3/bin/activate
+
+module load gcc/6.4.0 cuda/9.1.85 openmpi/3.0.1-cuda python cudnn
+export LD_LIBRARY_PATH=/usr/lib64:$LD_LIBRARY_PATH
+srun python tf_cnn_benchmarks.py  --batch_size=64 --model=resnet50  --num_gpus=1 --data_format=NCHW --variable_update=replicated --local_parameter_device=gpu --num_batches=3000
+
+deactivate
diff --git a/1.9-gpu/tensorflow-1.9.0-cp36-cp36m-linux_x86_64.whl b/1.9-gpu/tensorflow-1.9.0-cp36-cp36m-linux_x86_64.whl
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