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So I got a bit further.
I made a queue and set the ExtraSubmitString to request_gpus = 1 and this made my job run on the GPU node.
Now I need to add the delegate_job_GSI_credentials_lifetime = 0 condition which I have set under Computing/HTCondorCE for all CEs again, as the default gets overwritten. Currently I am using request_gpus = 1 \n delegate_job_GSI_credentials_lifetime = 0 which seems to work, but seems rather error prone. Is there any chance of a comma separated list for the configuration, similar to other DIRAC options ?

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@andresailer
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Answer selected by marianne013
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