Contents of US-ATLAS Developed ML Containers

We currently have a few available containers, based on centos7 or AlmaLinux9, where the container ml-base is the base container of other containers. You can choose the container you want to use from the list below, based on your need. Below, you will find the list of all included packages along with version numbers for all four containers.

ml-base

centos7-based

Locations:

  • CVMFS Unpacked: /cvmfs/unpacked.cern.ch/registry.hub.docker.com/yesw2000/ml-base:centos7-python39
  • BNL Unpacked: /cvmfs/atlas.sdcc.bnl.gov/users/yesw/singularity/centos7-py39/ml-base
  • Docker or podman: docker.io/yesw2000/ml-base:centos7-python39

ml-base on Github

AlmaLinux9-based

Locations:

  • CVMFS Unpacked: /cvmfs/unpacked.cern.ch/registry.hub.docker.com/yesw2000/ml-base:alma9-python39
  • BNL Unpacked: /cvmfs/atlas.sdcc.bnl.gov/users/yesw/singularity/alma9-py39/ml-base
  • Docker or podman: docker.io/yesw2000/ml-base:alma9-python39

ml-base on Github

ml-pyroot

centos7-based

Locations:

  • CVMFS Unpacked: /cvmfs/unpacked.cern.ch/registry.hub.docker.com/yesw2000/ml-pyroot:centos7-python39
  • BNL Unpacked: /cvmfs/atlas.sdcc.bnl.gov/users/yesw/singularity/centos7-py39/ml-pyroot
  • Docker or podman: docker.io/yesw2000/ml-pyroot:centos7-python39

ml-pyroot on Github

AlmaLinux9-based

Locations:

  • CVMFS Unpacked: /cvmfs/unpacked.cern.ch/registry.hub.docker.com/yesw2000/ml-pyroot:alma9-python39
  • BNL Unpacked: /cvmfs/atlas.sdcc.bnl.gov/users/yesw/singularity/alma9-py39/ml-pyroot
  • Docker or podman: docker.io/yesw2000/ml-pyroot:alma9-python39

ml-pyroot on Github

ml-tensorflow-cpu

centos7-based

Locations:

  • CVMFS Unpacked: /cvmfs/unpacked.cern.ch/registry.hub.docker.com/yesw2000/ml-tensorflow-cpu:centos7-python39
  • BNL Unpacked: /cvmfs/atlas.sdcc.bnl.gov/users/yesw/singularity/centos7-py39/ml-tensorflow-cpu
  • Docker or podman: docker.io/yesw2000/ml-tensorflow-cpu:centos7-python39

ml-tensorflow-cpu on Github

AlmaLinux9-based

Locations:

  • CVMFS Unpacked: /cvmfs/unpacked.cern.ch/registry.hub.docker.com/yesw2000/ml-tensorflow-cpu:alma9-python39
  • BNL Unpacked: /cvmfs/atlas.sdcc.bnl.gov/users/yesw/singularity/alma9-py39/ml-tensorflow-cpu
  • Docker or podman: docker.io/yesw2000/ml-tensorflow-cpu:alma9-python39

ml-tensorflow-cpu on Github

ml-tensorflow-gpu

centos7-based

Locations:

  • CVMFS Unpacked: /cvmfs/unpacked.cern.ch/registry.hub.docker.com/yesw2000/ml-tensorflow-gpu:centos7-python39
  • BNL Unpacked: /cvmfs/atlas.sdcc.bnl.gov/users/yesw/singularity/centos7-py39/ml-tensorflow-gpu
  • Docker or podman: docker.io/yesw2000/ml-tensorflow-gpu:centos7-python39

ml-tensorflow-gpu on Github

AlmaLinux9-based

Locations:

  • CVMFS Unpacked: /cvmfs/unpacked.cern.ch/registry.hub.docker.com/yesw2000/ml-tensorflow-gpu:alma9-python39
  • BNL Unpacked: /cvmfs/atlas.sdcc.bnl.gov/users/yesw/singularity/alma9-py39/ml-tensorflow-gpu
  • Docker or podman: docker.io/yesw2000/ml-tensorflow-gpu:alma9-python39

ml-tensorflow-gpu on Github