Parallel jobs run on the compute partition and use the np QoS for regular users.
This queue is not the default, so make sure you explicitly define it your job directives before submission.
Parallel jobs are allocated exclusive nodes, so they will not share resources with other jobs.
Efficient use of resources
Make sure the job is configured to fully utilise all the computing resources. For small parallel executions you may want to consider using fractional jobs instead.
Affinity
See HPC2020: Affinity for more information on how to set up the cpu binding properly for your parallel runs
MPI application
To spawn an MPI application you must use srun
The example above would run a 512 task MPI application
Hybrid MPI + OpenMP
To spawn an MPI application you must use srun
This example runs a hybrid application spawning 128 MPI tasks, with each one of them opening up 4 threads.
See man sbatch
or https://slurm.schedmd.com/sbatch.html for the complete set of options that may be used to configure a job.