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1.  Copy the sample files from the following Rivanna folder "/project/ptgroup/ANN_scripts/BKM-Formulation-Test/BKM-tf"
      $        cd  /project/ptgroup/ANN_scripts/BKM-Formulation-Test/BKM-tf

2. Run the following commands on your terminal
                   $                     module load anaconda/2020.11-py3.8
                   $                     module load singularity/3.7.1
                   $     module load tensorflow/2.1.0-py37
                     following step is needed to run only once (it will copy the relevant .sif file to your /home directory)
                   $                     cp $CONTAINERDIR/tensorflow-2.1.0-py37.sif /home/$USER  

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3. Run the following command to submit the job
   $     ./jobscript.sh <Name_of_Job> <Number_of_Replicas>

example:  $
./jobscript.sh CFF_BKM_tf_Test 10

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1.  Copy the sample files from the following Rivanna folder "/project/ptgroup/ANN_scripts/BKM-Formulation-Test/BKM-PyTorch"
      $        cd  /project/ptgroup/ANN_scripts/BKM-Formulation-Test/BKM-PyTorch

2. Run the following commands on your terminal
                   $                     module load anaconda/2020.11-py3.8
                   $                     module load singularity/3.7.1
                   $     module load pytorch/1.8.1
                     following step is needed to run only once (it will copy the relevant .sif file to your /home directory)
                   $                     cp /$CONTAINERDIR/pytorch-1.8.1.sif /home/$USER

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