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Singularity container recipe for Deep Learning for architecture x86_64 based on a CentOS 7. In the specific: centos7.8.2003 - GNU compiler 7 - Python 3.6 - OpenMPI 2.1.1 (compiled with support for psm2, pmix, verbs) - Tensorflow 1.14.0 CPU (pip) - Py-Torch 1.4.0 CPU (pip) - Torchvision 0.5.0 CPU (pip) - MxNet 1.6.0 CPU (pip) - Horovod 0.19.1 (co…

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CINECA-HPC/container_deep_learning_cpu_centos7_x86_64

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container_deep_learning_cpu_centos7_x86_64

Container recipes for Deep Learning for architecture x86_64 based on a CentOS 7. In the specific:

  • centos7.8.2003
  • GNU compiler 7
  • Python 3.6
  • OpenMPI 2.1.1 (compiled with support for psm2, pmix, verbs)
  • Tensorflow 1.14.0 CPU (pip)
  • Py-Torch 1.4.0 CPU (pip)
  • Torchvision 0.5.0 CPU (pip)
  • MxNet 1.6.0 CPU (pip)
  • Horovod 0.19.1 (compiled with Tensorflow, Pytorch, MxNet)

This recipe works on both clusters in Cineca (arch x86_64):

  • Marconi Skylake,
  • Galileo

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Singularity container recipe for Deep Learning for architecture x86_64 based on a CentOS 7. In the specific: centos7.8.2003 - GNU compiler 7 - Python 3.6 - OpenMPI 2.1.1 (compiled with support for psm2, pmix, verbs) - Tensorflow 1.14.0 CPU (pip) - Py-Torch 1.4.0 CPU (pip) - Torchvision 0.5.0 CPU (pip) - MxNet 1.6.0 CPU (pip) - Horovod 0.19.1 (co…

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