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


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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://)
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