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