cyang31/containers:torch
$ singularity pull shub://cyang31/containers:torch
Singularity Recipe
Bootstrap: docker
From: nvidia/cuda:10.1-cudnn7-runtime-ubuntu16.04
%environment
# use bash as default shell
SHELL=/bin/bash
export SHELL
export HDF5_USE_FILE_LOCKING='FALSE'
export PATH=/usr/local/cuda/bin:$PATH
export CPATH=/usr/local/cuda/include:$CPATH
export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH
export HOME=/scratch/alexyang
%setup
# runs on host
# the path to the image is $SINGULARITY_ROOTFS
%post
# post-setup script
# load environment variables
. /environment
# use bash as default shell
echo 'SHELL=/bin/bash' >> /environment
# make environment file executable
chmod +x /environment
# default mount paths
mkdir /scratch
# fix this issue: https://github.com/singularityware/singularity/issues/1182#issuecomment-381796545
touch /usr/bin/nvidia-smi
apt-get update && apt-get install -y apt-utils
apt-get update && apt-get install -y locales
locale-gen en_US.UTF-8
apt-get install -y git wget
apt-get install -y software-properties-common
add-apt-repository ppa:deadsnakes/ppa
apt-get update
apt-get install -y python3.7-dev
#apt-get install -y python3-pip
wget https://bootstrap.pypa.io/get-pip.py
python3.7 get-pip.py
apt-get install -y build-essential
apt-get install -y vim
# scikit, scipy
# apt-get install -y python3-sklearn python3-sklearn-lib
apt-get clean
pip3 install --upgrade pip
pip install Pillow
pip install matplotlib
pip install tqdm
pip install h5py
pip install pandas
pip install comet_ml
# sklearn from source
git clone git://github.com/scikit-learn/scikit-learn.git
cd scikit-learn
pip install cython
pip install --verbose --editable .
pip install torch==1.6.0+cu101 torchvision==0.7.0+cu101 -f https://download.pytorch.org/whl/torch_stable.html
cd ..
git clone https://github.com/facebookresearch/mmf.git
cd mmf
pip install --editable .
cd ..
pip install git+https://github.com/aleju/imgaug.git
%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: cyang31/containers
- License: None
View on Datalad
Metrics
key | value |
---|---|
id | /containers/cyang31-containers-torch |
collection name | cyang31/containers |
branch | master |
tag | torch |
commit | c692fb043c715b111d7dd8b3ddf4ad1996b451fa |
version (container hash) | 762f75d92d76e0a886f52403ee0aa79eccb3fbe844b82c6ebd7255404c27ab76 |
build date | 2021-03-24T02:53:18.635Z |
size (MB) | 2969.92578125 |
size (bytes) | 3114192896 |
SIF | Download URL (please use pull with shub://) |
Datalad URL | View on Datalad |
Singularity Recipe | Singularity Recipe on Datalad |
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