You can compile Torch on our RHEL7 machines. Please make sure to ask firstname.lastname@example.org if have issues as there are some local packages that are required and could cause the install to fail.
Note you have to use Cuda 8 or Cuda 7.5 when compiling Torch and that certain newer GPU cards are not supported under Cuda 7.5. We will use Cuda 8 in this example.
module add cuda/8.0.61 cudnn zeromq nodejs sox GraphicsMagick virtualenv env source env/bin/activate pip install --upgrade pip pip install pyzmq ipython git clone https://github.com/torch/distro.git torch --recursive cd torch && ./install.sh