Aries is a 152-GPU cluster, containing AMD MI50 GPUs (courtesy of AMD). Jobs are allocated by nodes, not GPUs. Since there are 8 GPUs per node, each submitted job must be able to use at least 8 GPUs. Below we provide examples for how to effectively use this resource.