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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')
```
**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
Lightning automatically resubmits jobs when they reach the walltime. Make sure to set the SIGUSR1 signal in