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William Falcon
2019-09-16 11:07:16 -04:00
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docs/Trainer/SLURM Managed Cluster.md
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@@ -86,6 +86,11 @@ cluster.optimize_parallel_cluster_gpu(
job_display_name='my_exp') job_display_name='my_exp')
``` ```
**NOTE** nb_trials specifies how many of the possible permutations to use. If using ```grid_search``` it will use
the depth first ordering. If using ```random_search``` it will use the first k shuffled options. FYI, random search
has been shown to be just as good as any Bayesian optimization method when using a reasonable number of samples (60),
[see this paper for more information](http://www.jmlr.org/papers/volume13/bergstra12a/bergstra12a.pdf).
--- ---
#### Walltime auto-resubmit #### Walltime auto-resubmit
Lightning automatically resubmits jobs when they reach the walltime. Make sure to set the SIGUSR1 signal in Lightning automatically resubmits jobs when they reach the walltime. Make sure to set the SIGUSR1 signal in