larcv2-singularity

Singularity build scripts for singularity hub. You can learn about Singularity in our wiki or official doc.

To pull the container, simply try

TAG=latest
singularity pull -n local.img shub://DeepLearnPhysics/larcv2-singularity:$TAG

For more fun things to do, you can read our wiki.

What's in the build?

All builds are based on Ubuntu16.04 LTS with some highlighted packages below

• Python packages: pip numpy scipy scikit opencv-python h5py tables pandas matplotlib ipython jupyter notebook pyyaml zmq
• Development kit: g++/gcc libqt4-dev python-dev cuda-9.0 cudnn-7 cython
• Utility kit : git wget emacs vim asciinema

We build 3 types of images.

• Base image
  • Latest tag: ub16.04-tf1.10.1-torch0.4.1
  • tensorflow-gpu 1.10.1, pytorch 0.4.1

singularity pull -n local.img shub://DeepLearnPhysics/larcv2-singularity:ub16.04-tf1.10.1-torch0.4.1

• ROOT image (include Base)
  • Latest tag: ub16.04-tf1.10-torch0.4.1-root6.14.04
  • ROOT 6.14.04, additional python package root_numpy

singularity pull -n local.img shub://DeepLearnPhysics/larcv2-singularity:ub16.04-tf1.10.1-torch0.4.1-root6.14.04

• LArCV image (include ROOT)
  • Tag: latest
  • Additional python package larcv

singularity pull -n local.img shub://DeepLearnPhysics/larcv2-singularity:latest

Docker images?

Checkout built images on our docker hub.