If you are looking at building your own software then we recommend using the fosscuda toolchain.
GNU Compiler Collection (GCC) based compiler toolchain, along with CUDA toolkit.
For more information visit the gcccuda website.
These versions of gcccuda are available on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS VMs). These will be retained in accordance with our Applications Support and Retention Policy.