DeepLearnPhysics/playground-singularity:ub16.04-step3
$ singularity pull shub://DeepLearnPhysics/playground-singularity:ub16.04-step3
Singularity Recipe
Bootstrap: docker
From: nvidia/cuda:9.0-cudnn7-devel-ubuntu16.04
%help
Ubuntu16.04
DL/ML packages : sc-learn keras tf-1.7 torch-0.4
Sci. packages : numpy pandas sc-image matplotlib opencv-python
Basic python : ipython jupyter yaml pygments six zmq wheel h5py tqdm
Development kit : g++/gcc cython nvcc libqt4-dev python-dev
Utility kit : git wget emacs vim
To start your container simply try
singularity exec THIS_CONTAINER.simg bash
%labels
Maintainer drinkingkazu
Version ub16.04-step3
#------------
# Global installation
#------------
%environment
# for system
export XDG_RUNTIME_DIR=/tmp/$USER
%post
# apt-get
apt-get -y update
apt-get -y install dpkg-dev g++ gcc binutils libqt4-dev git wget emacs vim openssh-client
apt-get -y install python-dev python-tk python-pip python-qt4 python-setuptools
apt-get -y install python3-setuptools
apt-get -y install libhdf5-dev
# pip basics
pip --no-cache-dir --disable-pip-version-check install --upgrade setuptools
pip --no-cache-dir --disable-pip-version-check install numpy wheel zmq six pygments pyyaml cython gputil psutil humanize h5py tqdm scipy seaborn tables
pip --no-cache-dir --disable-pip-version-check install matplotlib pandas scikit-image scikit-learn Pillow opencv-python
pip --no-cache-dir --disable-pip-version-check install 'ipython<6.0'
pip --no-cache-dir --disable-pip-version-check install jupyter notebook
# tensorflow
pip --no-cache-dir --disable-pip-version-check install --upgrade tensorflow-gpu==1.7.1
pip --no-cache-dir --disable-pip-version-check install tensorboard
# keras
pip --no-cache-dir --disable-pip-version-check install keras
# torch
pip --no-cache-dir --disable-pip-version-check install torch==0.4.1
pip --no-cache-dir --disable-pip-version-check install torchvision==0.2.1
Collection
- Name: DeepLearnPhysics/playground-singularity
- License: None
View on Datalad
Metrics
key | value |
---|---|
id | /containers/DeepLearnPhysics-playground-singularity-ub16.04-step3 |
collection name | DeepLearnPhysics/playground-singularity |
branch | master |
tag | ub16.04-step3 |
commit | f10ff40cd0c7d1efe9d18742a999dbbcc4342c55 |
version (container hash) | 11264e22fcbd638ba08c1915f08605cd |
build date | 2018-09-02T17:27:42.361Z |
size (MB) | 5865 |
size (bytes) | 2737967135 |
SIF | Download URL (please use pull with shub://) |
Datalad URL | View on Datalad |
Singularity Recipe | Singularity Recipe on Datalad |
Feedback
Was this page helpful?
Glad to hear it! Please tell us how we can improve.
Sorry to hear that. Please tell us how we can improve.