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
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-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
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-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
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-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
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