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Singularity container recipe for Deep Learning with GPU for architecture x86_64 based on a CentOS 7. In the specific: centOS 7 with cuda library (10.0-devel-centos7) GNU compiler 7 Python 3.6 OpenMPI 2.1.1 (compiled with support for psm2, pmix, verbs) Tensorflow 1.14.0 GPU (pip) Py-Torch 1.4.0 GPU (pip) Torchvision 0.5.0 CPU (pip) MxNet 1.5.1 CP…

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container_deep_learning_gpu_centos7_x86_64

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

CentOS 7 with cuda library (10.0-devel-centos7)
GNU compiler 7
Python 3.6
OpenMPI 2.1.1 (compiled with support for psm2, pmix, verbs)
Tensorflow 1.14.0 GPU (pip)
Py-Torch 1.4.0 GPU (pip)
Torchvision 0.5.0 CPU (pip)
MxNet 1.5.1 CPU (pip)
Horovod 0.19.1 (compiled with Tensorflow, Pytorch, MxNet)

This recipe works on in the Cineca cluster (arch x86_64):

Galileo

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Singularity container recipe for Deep Learning with GPU for architecture x86_64 based on a CentOS 7. In the specific: centOS 7 with cuda library (10.0-devel-centos7) GNU compiler 7 Python 3.6 OpenMPI 2.1.1 (compiled with support for psm2, pmix, verbs) Tensorflow 1.14.0 GPU (pip) Py-Torch 1.4.0 GPU (pip) Torchvision 0.5.0 CPU (pip) MxNet 1.5.1 CP…

GPL-3.0 license

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