09-12-2018 02:15 AM
CDSW support using GPU for machine learning jobs, but it seems one GPU can only be used by one user at the same time.
Can we share one GPU with mulitple users or one GPU must be dedicated to one docker and nobody else can use it at the same time?
09-12-2018 02:27 AM
CDSW relies on Kubernetes to allocate system resources to user workloads and Kubernetes doesn't allow sharing a GPU core like it does for CPUs.
The expectations are set in the Kubernetes documentation: