Running bash loop in parallel across multiple nodes on a cluster

On an individual node I have been able to run the precompiled function update_OSS_internal_compiler in parallel (16 cores) with different inputs specified by $FileCounter. However, I would like to extend this parallel processing to beyond one node to multiple nodes, but I'm not sure how to approach it.

#!/bin/bash

. /u/local/Modules/default/init/modules.sh
module load matlab
export MCR_CACHE_ROOT=$TMPDIR

Macro_Iter=10
ApertNum=121

FullPath=$(pwd)
TempFileFolder=$FullPath/TempFiles

for MacroLoop in $(seq 1 1 $Macro_Iter); do
# WANT TO SSH INTO DIFFERENT NODES AND RUN SAME PROCESS WITH DIFFERENT INPUTS WHILE UPDATING FILECOUNTER AFTER EACH NODE, OR DO SOMETHING SIMILAR
   for FileCounter in $(seq 1 1 $ApertNum); do echo $FileCounter; done | xargs -I{} --max-procs 16 bash -c '
        {
        echo "doing aperture {}"
        ./update_OSS_internal_compiler {}
        } '
      done
   done

   echo "$FullPath/TempFiles/ApertFiles"
   ./update_OSS_global_compiler

Any help is appreciated.