oludare01/tensorflowSingularity:latest

$ singularity pull shub://oludare01/tensorflowSingularity:latest

Singularity Recipe

Bootstrap: docker
From: shreyaskamathkm/anaconda-nvidia-cuda:latest


%environment
  # use bash as default shell
  SHELL=/bin/bash
  export SHELL
  PATH="/opt/conda/bin:$PATH"
  export PATH


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

%post
  # post-setup script

  # load environment variables
  . /environment

  # make environment file executable
  mkdir /data
  chmod +x /environment

  # default mount paths, files
  touch /usr/bin/nvidia-smi
  
  # user requests 
  /opt/conda/bin/conda install python=3.6
  /opt/conda/bin/conda install -c anaconda flake8 
  /opt/conda/bin/conda install numpy pyyaml mkl mkl-include setuptools cmake cffi typing
  /opt/conda/bin/conda install -c mingfeima mkldnn
  /opt/conda/bin/conda install -c pytorch magma-cuda90
  /opt/conda/bin/conda install -c conda-forge onnx spectrum nibabel
  /opt/conda/bin/conda update -y --all	
  /opt/conda/bin/conda clean -ya
  pip install --upgrade pip
  pip install --ignore-installed --upgrade tensorflow-gpu 
  pip install keras
  pip install natsort
  pip install torchvision
  pip install opencv-contrib-python
  pip install tensorboardX
  pip install opencv-python
%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: oludare01/tensorflowSingularity
• License: None

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