Tools: Report: Why Your Slurm Jobs Stay Pending (and How to Actually Fix It)

Tools: Report: Why Your Slurm Jobs Stay Pending (and How to Actually Fix It)

What “Pending” Actually Means

Step 1: Check the Real Reason

Most Common Reasons (and Fixes)

2. (Priority) — Your Job Is in Line

3. (ReqNodeNotAvail) — Requested Node Is Not Usable

Advanced Debugging (Admins & Power Users)

Real-World Tip: Smaller Jobs Start Faster

Quick Checklist

Final Thought If you’ve worked with Slurm long enough, you’ve definitely seen this: You submit a job, everything looks fine… and then nothing happens. No errors. No logs. Just waiting. Let’s break down why this happens and, more importantly, how to fix it without guessing. A Slurm job in PENDING (PD) state simply means: The scheduler hasn’t found a suitable way to run your job yet. That could be due to: The key is: Slurm always tells you why — you just need to ask the right way. Look at the NODELIST(REASON) column. This reason is your starting point — not the guesswork. Meaning:

Your job is asking for more than what’s currently free. Fix:Reduce your request: Pro tip: Check cluster usage with: Meaning:Other jobs have higher priority than yours. Slurm prioritizes based on: Meaning:You requested a node that is: Meaning:You’ve reached the maximum number of jobs allowed. Meaning:Your job exceeds partition limits (time, memory, nodes). If the reason isn’t obvious: Look at scheduler decisions: These often reveal hidden issues like: Slurm prefers jobs that can fit quickly. If your job asks for: Strategy:

Break large jobs into smaller chunks when possible. Before blaming Slurm, check: Slurm isn’t “stuck” when jobs are pending — it’s being strict and logical. The difference between a beginner and an experienced HPC user is simple: Beginners wait. Experts check the reason and fix it. Templates let you quickly answer FAQs or store snippets for re-use. Are you sure you want to ? It will become hidden in your post, but will still be visible via the comment's permalink. Hide child comments as well For further actions, you may consider blocking this person and/or reporting abuse

Code Block

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PD (Pending) PD (Pending) PD (Pending) squeue -j <job_id> -o "%.18i %.9P %.8j %.8u %.2t %.10M %.6D %R" squeue -j <job_id> -o "%.18i %.9P %.8j %.8u %.2t %.10M %.6D %R" squeue -j <job_id> -o "%.18i %.9P %.8j %.8u %.2t %.10M %.6D %R" #SBATCH --cpus-per-task=4 #SBATCH --mem=8G #SBATCH --cpus-per-task=4 #SBATCH --mem=8G #SBATCH --cpus-per-task=4 #SBATCH --mem=8G sinfo sprio -j <job_id> sprio -j <job_id> sprio -j <job_id> #SBATCH --nodelist=node01 ❌ #SBATCH --nodelist=node01 ❌ #SBATCH --nodelist=node01 ❌ sinfo -R squeue -u $USER squeue -u $USER squeue -u $USER sinfo -o "%P %l %m %c" sinfo -o "%P %l %m %c" sinfo -o "%P %l %m %c" #SBATCH --time=01:00:00 #SBATCH --time=01:00:00 #SBATCH --time=01:00:00 scontrol show job <job_id> scontrol show job <job_id> scontrol show job <job_id> sdiag - Resource shortages - Configuration limits - Priority issues - Or constraints you didn’t even realize you set - (Resources) - (ReqNodeNotAvail) - (QOSMaxJobsPerUserLimit) - Too many CPUs - Too much memory - GPU request when none are available - Or wait (if the request is valid but large) - Partition rules - Check priority: - If possible: Use a different partition Reduce requested resources (smaller jobs start faster) - Use a different partition - Reduce requested resources (smaller jobs start faster) - Use a different partition - Reduce requested resources (smaller jobs start faster) - Avoid hardcoding nodes: - Check node state: - (QOSMaxJobsPerUserLimit) — You Hit a Limit - Check your running jobs: - Wait or cancel unnecessary jobs - Talk to your admin if limits are too restrictive - (PartitionLimit) — Partition Constraints - Check partition config: - Adjust your script: - slurmctld.log - Invalid accounts - Association limits - Misconfigured QOS - 2 GPUs → might wait hours - 1 GPU → might start immediately - Did I request too many resources? - Am I hitting a user/job limit? - Is my priority too low? - Did I accidentally constrain nodes? - Does my partition allow this job?