TheRevanchist/singularity:latest
$ singularity pull shub://TheRevanchist/singularity:latest
Singularity Recipe
Bootstrap: docker
From: nvidia/cuda:8.0-cudnn6-devel
%labels
Maintainer Ismail Elezi
%help
This container runs Tensorflow-GPU.
# Add CUDA to the path
ENV LD_LIBRARY_PATH $LD_LIBRARY_PATH:/usr/local/cuda/lib64
ENV CUDA_HOME /usr/local/cuda
WORKDIR /root
%post
# default mount points
mkdir -p /scratch/global /scratch/local /rcc/stor1/refdata /rcc/stor1/projects /rcc/stor1/depts
# NVIDIA driver mount points
mkdir /nvidia /cuda
touch /usr/bin/nvidia-smi
# Install necessary packages
apt-get update && apt-get install -y --no-install-recommends \
tmux \
vim \
build-essential \
gcc-multilib \
libatlas-base-dev \
libboost-all-dev \
libhdf5-serial-dev \
libprotobuf-dev \
protobuf-compiler \
libopenblas-dev \
liblapack-dev \
gfortran \
libcurl4-openssl-dev \
python-pip \
python3-pip \
pkg-config \
python-dev \
python3-dev \
python-setuptools \
python3-setuptools\
python-opencv \
python-tk \
libjpeg-dev \
libfreetype6 \
libfreetype6-dev \
zlib1g-dev \
cmake \
wget \
cython \
git
apt-get clean
# Update pip
pip install --no-cache-dir --upgrade pip==9.0.3
pip3 install --no-cache-dir --upgrade pip==9.0.3
# Install TensorFlow-GPU
export TF_BINARY_URL=https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow_gpu-1.12.0-cp27-none-linux_x86_64.whl
pip install --no-cache-dir --ignore-installed --upgrade $TF_BINARY_URL
# Install python packages
pip install --upgrade keras tflearn numpy nibabel h5py scikit-learn pandas scipy matplotlib ipykernel jupyter image PyYAML pillow easydict
# Install TensorFlow-GPU
export TF_BINARY_URL=https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow_gpu-1.12.0-cp35-cp35m-linux_x86_64.whl
pip3 install --no-cache-dir --ignore-installed --upgrade $TF_BINARY_URL
# Install python packages
pip3 install --upgrade keras tflearn numpy nibabel h5py scikit-learn pandas scipy matplotlib ipykernel jupyter
pip install absl-py
pip3 install absl-py
Collection
- Name: TheRevanchist/singularity
- License: None
View on Datalad
Metrics
key | value |
---|---|
id | /containers/TheRevanchist-singularity-latest |
collection name | TheRevanchist/singularity |
branch | master |
tag | latest |
commit | fce4cd998007eb44f6668173762187e224a21a8c |
version (container hash) | 2f934eda95acbbbf1eabdc31e92c4d5f |
build date | 2018-11-17T04:47:34.261Z |
size (MB) | 6168 |
size (bytes) | 2421297183 |
SIF | Download URL (please use pull with shub://) |
Datalad URL | View on Datalad |
Singularity Recipe | Singularity Recipe on Datalad |
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