cyang31/containers:ubuntu_tf

$ singularity pull shub://cyang31/containers:ubuntu_tf

Singularity Recipe

Bootstrap: docker
From: tensorflow/tensorflow:2.3.0-custom-op-gpu-ubuntu16

%environment
  # use bash as default shell
  SHELL=/bin/bash
  export SHELL
  export HDF5_USE_FILE_LOCKING='FALSE'

%setup
  # runs on host
  # the path to the image is $SINGULARITY_ROOTFS

%post
  # post-setup script

  # load environment variables
  . /environment

  # use bash as default shell
  echo 'SHELL=/bin/bash' >> /environment

  # make environment file executable
  chmod +x /environment

  # default mount paths
  mkdir /scratch

  # fix this issue: https://github.com/singularityware/singularity/issues/1182#issuecomment-381796545
  touch /usr/bin/nvidia-smi

  apt-get update && apt-get -y install locales
  locale-gen en_US.UTF-8
  apt-get install -y git wget
  apt-get clean

  # scikit, scipy
  apt-get install -y python3-scipy python3-sklearn python3-sklearn-lib

  pip install --upgrade pip
  
  pip uninstall -y numpy
  pip install numpy
  
  #pip install -U scikit-learn
  
  pip install Pillow
  pip install matplotlib
  pip install simpleitk
  pip install comet_ml
  pip install pandas
  pip install tqdm
  pip install h5py
  pip install spektral
  pip install -e git+https://github.com/marcoancona/DeepExplain.git#egg=deepexplain
  pip install tf-explain
  pip install tensorflow-addons
  pip install imgaug
  #pip install einops

%runscript
  # executes with the singularity run command
  # delete this section to use existing docker ENTRYPOINT command

%test
  # test that script is a success

Collection

• Name: cyang31/containers
• License: None

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