ISU-HPC/machine-learning:latest
$ singularity pull shub://ISU-HPC/machine-learning:latest
Singularity Recipe
bootstrap:shub
From:ISU-HPC/ml-base:cu90
%labels
AUTHOR Yasasvy Nanyam ynanyam@iastate.edu
%post
pip3 --no-cache-dir install \
h5py \
ipykernel \
jupyter \
matplotlib \
numpy \
pandas \
Pillow \
scipy \
sklearn \
opencv-python \
mxnet-cu90 \
common \
python-utils \
requests \
future \
hypothesis \
scikit-learn
python36 -m ipykernel.kernelspec
echo "/usr/local/cuda-9.0/lib64/" >/etc/ld.so.conf.d/cuda.conf
echo "/usr/local/cuda/extras/CUPTI/lib64/" >>/etc/ld.so.conf.d/cuda.conf
# Install TensorFlow GPU version
pip3 --no-cache-dir install --upgrade tensorflow-gpu
# keras
pip3 --no-cache-dir install --upgrade keras
# Lasagne
pip3 --no-cache-dir install git+git://github.com/Lasagne/Lasagne
# dlib
pip3 --no-cache-dir install dlib
# pytorch
pip3 --no-cache-dir install torch torchvision
############################
# for pip2
pip2 --no-cache-dir install --upgrade pip
pip2 --no-cache-dir install \
h5py \
ipykernel \
jupyter \
matplotlib \
numpy \
pandas \
Pillow \
scipy \
sklearn \
opencv-python \
mxnet-cu90 \
common \
requests \
future \
hypothesis \
scikit-learn
# Install TensorFlow GPU version
pip2 --no-cache-dir install --upgrade tensorflow-gpu
# keras
pip2 --no-cache-dir install --upgrade keras
# Lasagne
pip2 --no-cache-dir install git+git://github.com/Lasagne/Lasagne
# dlib
pip2 --no-cache-dir install dlib
#pytorch
pip2 --no-cache-dir install torch torchvision
# Upgrade pytorch for python2 and python3
pip2 --no-cache-dir install --upgrade torch torchvision
pip3 --no-cache-dir install --upgrade torch torchvision
Collection
- Name: ISU-HPC/machine-learning
- License: None
View on Datalad
Metrics
key | value |
---|---|
id | /containers/ISU-HPC-machine-learning-latest |
collection name | ISU-HPC/machine-learning |
branch | master |
tag | latest |
commit | 3769a5abaaa5c834c874fa2564069e80badf0531 |
version (container hash) | bd5df09db9218b4e12c20ddda7a863aa |
build date | 2021-03-31T20:01:29.274Z |
size (MB) | 9630 |
size (bytes) | 3966701599 |
SIF | Download URL (please use pull with shub://) |
Datalad URL | View on Datalad |
Singularity Recipe | Singularity Recipe on Datalad |
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