jeffacce/singularity-ml-box:ubuntu-bionic-cuda10
$ singularity pull shub://jeffacce/singularity-ml-box:ubuntu-bionic-cuda10
Singularity Recipe
Bootstrap: docker
From: nvidia/cuda:10.0-cudnn7-devel-ubuntu18.04
%post
apt-get update
apt-get install -y tmux vim wget curl
apt-get install -y python3.6 python3.6-dev python3.6-distutils
apt-get install -y libglib2.0-0
apt update
apt install -y libsm6 libxext6
apt-get install -y libxrender-dev
curl https://bootstrap.pypa.io/get-pip.py | python3.6
pip3.6 --no-cache-dir install --upgrade pip
pip3.6 --no-cache-dir install https://download.pytorch.org/whl/cu100/torch-1.0.0-cp36-cp36m-linux_x86_64.whl
pip3.6 --no-cache-dir install torchvision
pip3.6 --no-cache-dir install h5py graphviz pydot
pip3.6 --no-cache-dir install scipy numpy matplotlib scikit-learn pandas opencv-python opencv-contrib-python
pip3.6 --no-cache-dir install ipdb imgaug jupyter notebook ipython jupyterlab
pip3.6 --no-cache-dir install tensorflow-gpu
pip3.6 --no-cache-dir install Keras
pip3.6 --no-cache-dir install virtualenv tqdm seaborn requests
pip3.6 --no-cache-dir install 'tornado>=4, <6'
pip3.6 --no-cache-dir install tensorboardX
%startscript
cd ~
nohup jupyter lab --ip=0.0.0.0 --port=3123 &
Collection
- Name: jeffacce/singularity-ml-box
- License: None
View on Datalad
Metrics
key | value |
---|---|
id | /containers/jeffacce-singularity-ml-box-ubuntu-bionic-cuda10 |
collection name | jeffacce/singularity-ml-box |
branch | master |
tag | ubuntu-bionic-cuda10 |
commit | c4184e68478748f85684ea6ae9143edcd322cb9e |
version (container hash) | 5e28108d69c1016ef04095b53fa198e2 |
build date | 2019-09-25T04:31:35.290Z |
size (MB) | 6270 |
size (bytes) | 3132313631 |
SIF | Download URL (please use pull with shub://) |
Datalad URL | View on Datalad |
Singularity Recipe | Singularity Recipe on Datalad |
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