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Before compiling do these:

module load PrgEnv-cray cudatoolkit craype-accel-nvidia80
export CRAY_ACCEL_TARGET=nvidia80

When running do these:

module load cudatoolkit
export MPICH_GPU_SUPPORT_ENABLED=1