apphys/hpsim_rl_singularity:centos7-tensorflow-cpu
$ singularity pull shub://apphys/hpsim_rl_singularity:centos7-tensorflow-cpu
Singularity Recipe
Bootstrap: docker
From: nvidia/cuda:9.0-cudnn7-devel-centos7
%help
Centos7 with cuda9.0 cudnn7
ML/DL packages : tensorflow keras sc-learn
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 openssh-client
To start your container simply try
singularity exec THIS_CONTAINER.simg bash
To use GPUs, try
singularity exec --nv THIS_CONTAINER.simg bash
%labels
Maintainer coreyjadams
Version centos7-tf1.11.0-torch0.4.1
#------------
# Global installation
#------------
%environment
# for system
export CUDA_DEVICE_ORDER=PCI_BUS_ID
%post
# yum basics
yum update -y
yum groupinstall -y "Development Tools"
yum install -y epel-release
yum install -y wget emacs vim
yum install -y PyQt4 PyQt4-devel
yum install -y emacs vim openssh-clients zip
yum install -y python-devel python-pip python-setuptools
yum install -y hdf5
yum install -y tkinter
# pip basics
pip --no-cache-dir --disable-pip-version-check install --upgrade setuptools
pip --no-cache-dir --disable-pip-version-check install 'matplotlib<3.0' # for python2.7
pip --no-cache-dir --disable-pip-version-check install 'ipython<6.0' # for python2.7
pip --no-cache-dir --disable-pip-version-check install 'ipykernel<5.0' # for python2.7
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 pandas scikit-image scikit-learn Pillow opencv-python
pip --no-cache-dir --disable-pip-version-check install jupyter notebook
# tensorflow
pip --no-cache-dir --disable-pip-version-check install --upgrade tensorflow==1.12.0
pip --no-cache-dir --disable-pip-version-check install tensorboard
# 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: apphys/hpsim_rl_singularity
- License: None
View on Datalad
Metrics
key | value |
---|---|
id | /containers/apphys-hpsim_rl_singularity-centos7-tensorflow-cpu |
collection name | apphys/hpsim_rl_singularity |
branch | master |
tag | centos7-tensorflow-cpu |
commit | c4a049b7dc728756ae801d2914ee7ec2ff771bad |
version (container hash) | a5543c42edb1ce9ad717ae6e80768628 |
build date | 2018-11-16T01:38:15.810Z |
size (MB) | 5083 |
size (bytes) | 2386853919 |
SIF | Download URL (please use pull with shub://) |
Datalad URL | View on Datalad |
Singularity Recipe | Singularity Recipe on Datalad |
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