yinglilu/deeplearning_gpu_singularity:1.0.0

$ singularity pull shub://yinglilu/deeplearning_gpu_singularity:1.0.0

Singularity Recipe

Bootstrap: docker
#Python version: 3.6.4 
From: continuumio/anaconda3:5.1.0

%post
export PATH=/opt/conda/bin:$PATH

#update
apt-get update
apt-get install -y tree
conda update conda
pip install --upgrade pip

#tensorflow
conda install tensorflow-gpu==1.12.0
# conda install -c anaconda scikit-image==0.14.2

#pytorch

conda install -c pytorch pytorch==1.0.1
conda install -c pytorch torchvision==0.2.1

#theano
#apt-get install -y build-essential
#conda install -c conda-forge theano==1.0.4
#conda install mkl-service

#opencv
conda install -c anaconda opencv==3.4.2

#scikit-learn
conda install -c anaconda scikit-learn==0.20.3

#simpleitk
conda install -c simpleitk simpleitk==1.2.0

#niftynet
conda install -c anaconda pyyaml==3.13
pip install niftynet==0.5.0

#niwidgets
pip install niwidgets==0.1.3

Collection

• Name: yinglilu/deeplearning_gpu_singularity
• License: None

Metrics

Feedback

Was this page helpful?

Glad to hear it! Please tell us how we can improve.

Sorry to hear that. Please tell us how we can improve.