singularity pull --name knet.simg shub://KnetML/singularity-images:latest

singularity image.create --size 2048 overlay.simg

singularity image.expand overlay.simg

singularity shell --overlay overlay.simg Knet.simg

singularity shell --bind <your cuda path>:/usr/local/cuda,<your cudnn path>:/opt/cudnn --overlay overlay.simg --nv Knet.simg

julia -e 'Pkg.build("Knet")'

singularity run --bind <your cuda path>:/usr/local/cuda,<your cudnn path>:/opt/cudnn --overlay overlay.simg --nv Knet.simg

module load cuda/9.0
module load cudnn/7.0.4/cuda-9.0
module load singularity

export SINGULARITY_CACHEDIR=/scratch/users/username

singularity shell --bind /usr/local/cuda-9.0/:/usr/local/cuda,/kuacc/apps/cudnn/v7.0.4_CUDA_9.0:/opt/cudnn --overlay overlay.img --nv Knet.simg