staeglis/HPOlib2:convolutionalneuralnetworkonmnist

$ singularity pull shub://staeglis/HPOlib2:convolutionalneuralnetworkonmnist

Singularity Recipe

Bootstrap: docker
From: nvidia/cuda:10.0-cudnn7-devel-ubuntu18.04

%labels
MAINTAINER Stefan Staeglich

%post
    apt update -y
    apt install git -y
    apt install python3-pip python-configparser cython3 -y
    pip3 install numpy scipy sklearn
    pip3 install git+https://github.com/automl/ConfigSpace.git@master
    pip3 install git+https://github.com/staeglis/HPOlib2@container
    pip3 install pyro4
    pip3 install https://download.pytorch.org/whl/cu100/torch-1.0.1.post2-cp36-cp36m-linux_x86_64.whl
    pip3 install torchvision

%environment
    export CUDA_ROOT=/usr/local/cuda 
    export LD_LIBRARY_PATH=${CUDA_ROOT}/lib64:$LD_LIBRARY_PATH 
    export LIBRARY_PATH=${CUDA_ROOT}/lib64:$LIBRARY_PATH
    PATH=${CUDA_ROOT}/bin:${PATH}
    export PATH

%runscript
    python3 -s /usr/local/lib/python3.6/dist-packages/hpolib/container/server/abstract_benchmark.py ml.conv_net $@

Collection


View on Datalad

Metrics

key value
id /containers/staeglis-HPOlib2-convolutionalneuralnetworkonmnist
collection name staeglis/HPOlib2
branch container
tag convolutionalneuralnetworkonmnist
commit 0fa42062f648ae34eead6ddab863adae463a8bde
version (container hash) a7603e6c8336bc76bc51a552d7885473
build date 2019-03-15T14:57:58.473Z
size (MB) 5413
size (bytes) 3308302367
SIF Download URL (please use pull with shub://)
Datalad URL View on Datalad
Singularity Recipe Singularity Recipe on Datalad
We cannot guarantee that all containers will still exist on GitHub.