amenra99/hpc-ml:centos7-python37

$ singularity pull shub://amenra99/hpc-ml:centos7-python37

Singularity Recipe

BootStrap: docker
From: nvidia/cuda:10.1-cudnn7-devel-centos7

%help
  Centos 7, Java 11, Python 3.7, and popular ML libraries used by CLU Lab 

%post
  yum -y install epel-release
  yum -y groupinstall "Development Tools"
  yum -y install java-11-openjdk
  yum -y install which
  yum -y install centos-release-scl
  yum -y install devtoolset-8
  scl enable devtoolset-8 bash

  # install Python 3.7 from source since it's not in a Centos 7 repository
  yum -y install bzip2-devel libffi-devel ncurses-devel gdbm-devel xz-devel sqlite-devel openssl-devel tcl-devel tk-devel uuid-devel readline-devel zlib-devel
  curl -O https://www.python.org/ftp/python/3.7.4/Python-3.7.4.tgz
  tar -xzf Python-3.7.4.tgz
  rm Python-3.7.4.tgz
  cd Python-3.7.4
  ./configure --enable-optimizations
  make altinstall
  cd ..

  # install Python modules
  pip3.7 install --upgrade pip setuptools
  pip3.7 install --upgrade memory-profiler numpy scipy scikit-learn tensorflow-gpu~=2.1.0 tensorboard tensorboardX torch~=1.3.0 torchvision~=0.4.1 transformers mock pandas spacy pytest

  # install NVIDIA apex
  git clone https://github.com/NVIDIA/apex
  cd apex
  pip3.7 install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./

  # in-container bind points for shared filesystems
  mkdir -p /extra /xdisk /uaopt /cm/shared

%test
  java -version
  python3.7 --version
  pip3.7 list

Collection


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Metrics

key value
id /containers/amenra99-hpc-ml-centos7-python37
collection name amenra99/hpc-ml
branch master
tag centos7-python37
commit f1ae4386f97f6af67bf90c635419841213a6cd21
version (container hash) None
build date 2020-06-29T08:56:03.268Z
size (MB) None
size (bytes) 4878151680
SIF Download URL (please use pull with shub://)
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Singularity Recipe Singularity Recipe on Datalad
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