Added a note regarding the use of in the job submission scripts for JURECA and JUWELS.

README.md

@@ -201,6 +201,15 @@ email address).
 Output from the job is available in the `error` and `output` files, as specified in the job 
 configuration.
 
+**Note:** In the job submission scripts, the `--partition` value is set to `develgpus`, as jobs 
+are often (but not always) scheduled faster on this partition than the `gpus` partition. However,
+resources in `develgpus` are limited 
+(as described in: [JURECA](https://apps.fz-juelich.de/jsc/hps/jureca/quickintro.html#available-partitions), 
+[JUWELS](https://apps.fz-juelich.de/jsc/hps/juwels/quickintro.html#available-partitions)). Therefore, 
+it is highly recommended that users familiarize themselves with the limitations, and use the `gpus` 
+partition for all production use, as well as when developing/testing with more resources than are 
+available on the `develgpus` partition. 
+
 ### 6.2 JURON
 
 1.  Change directory to the repository root: