staeglis/HPOlib2:convolutionalneuralnetworkoncifar10

$ singularity pull shub://staeglis/HPOlib2:convolutionalneuralnetworkoncifar10

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

    mkdir /var/lib/hpolib/
    python3 /usr/local/lib/python3.6/dist-packages/hpolib/container/util/download_data.py ml.conv_net ConvolutionalNeuralNetworkOnCIFAR10
    chmod -R 777 /var/lib/hpolib/

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

Collection


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Metrics

key value
id /containers/staeglis-HPOlib2-convolutionalneuralnetworkoncifar10
collection name staeglis/HPOlib2
branch container
tag convolutionalneuralnetworkoncifar10
commit 753a663c08c07715673256b3efda21fb841cb1f2
version (container hash) b59a5fddef2939fbe14945b014c10eaa
build date 2021-03-01T15:17:47.907Z
size (MB) 5753
size (bytes) 3648921631
SIF Download URL (please use pull with shub://)
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