How do the terms “job”, “task”, and “step” relate to each other?

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死守一世寂寞
死守一世寂寞 2020-12-13 02:57

How do the terms \"job\", \"task\", and \"step\" as used in the SLURM docs relate to each other?

AFAICT, a job may consist of multiple tasks, and also it make consis

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  •  有刺的猬
    2020-12-13 03:40

    A job consists in one or more steps, each consisting in one or more tasks each using one or more CPU.

    Jobs are typically created with the sbatch command, steps are created with the srun command, tasks are requested, at the job level with --ntasks or --ntasks-per-node, or at the step level with --ntasks. CPUs are requested per task with --cpus-per-task. Note that jobs submitted with sbatch have one implicit step; the Bash script itself.

    Assume the hypothetical job:

    #SBATCH --nodes 8
    #SBATCH --tasks-per-node 8
    # The job requests 64 CPUs, on 8 nodes.    
    
    # First step, with a sub-allocation of 8 tasks (one per node) to create a tmp dir. 
    # No need for more than one task per node, but it has to run on every node
    srun --nodes 8 --ntasks 8 mkdir -p /tmp/$USER/$SLURM_JOBID
    
    # Second step with the full allocation (64 tasks) to run an MPI 
    # program on some data to produce some output.
    srun process.mpi output.txt
    
    # Third step with a sub allocation of 48 tasks (because for instance 
    # that program does not scale as well) to post-process the output and 
    # extract meaningful information
    srun --ntasks 48 --nodes 6 --exclusive postprocess.mpi result.txt &
    
    # Four step with a sub-allocation on a single node (because maybe 
    # it is a multithreaded program that cannot use CPUs on distinct nodes)    
    # to compress the raw output. This step runs at the same time as 
    # the previous one thanks to the ampersand `&` 
    OMP_NUM_THREAD=12 srun --ntasks 12 --nodes 1 --exclusive compress output.txt &
    
    wait
    

    Four steps were created and so the accounting information for that job will have 5 lines; one per step plus one for the Bash script itself.

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