# full progress of dlrm container
###### tags: `DLRM`
## container

#nvidia docker
singularity pull docker://nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04

## 先建成sandbox再編輯
basic def for singularity

BootStrap: library
From: ubuntu:18.04

%post
    apt -y update
    apt -y install wget git vim build-essential curl
    apt install -y software-properties-common
    add-apt-repository ppa:ubuntu-toolchain-r/test
    add-apt-repository main
    add-apt-repository universe
    add-apt-repository restricted
    add-apt-repository multiverse
    apt -y update
    apt install -y gcc-7 gcc-8 gcc-9
%environment
    export LC_ALL=C
%runscript
    cd /

更換gcc版本#但g++沒換會出事
`update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-8 90`

其他載的

##gdrcopy requirement
sudo apt install check libsubunit0 libsubunit-dev
##else
apt install -y sudo libnuma-dev doxygen
apt install -y fakeroot
apt install -y autoconf automake libtool
#singularity
apt install build-essential libssl-dev uuid-dev libgpgme11-dev squashfs-tools libseccomp-dev pkg-config cryptsetup-bin
#anaconda3
apt-get install -y libgl1-mesa-glx libegl1-mesa libxrandr2 libxrandr2 libxss1 libxcursor1 libxcomposite1 libasound2 libxi6 libxtst6
wget https://repo.anaconda.com/archive/Anaconda3-2021.05-Linux-x86_64.sh
Anaconda3-2021.05-Linux-x86_64.sh

[cuda toolkit](https://developer.nvidia.com/cuda-toolkit-archive)

[download NCCL](https://developer.nvidia.com/nccl)

#NCCL-2.9.3 with cuda_10.1(with root)
apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/7fa2af80.pub
add-apt-repository "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/ /"
apt update
apt install libnccl2=2.8.3-1+cuda10.1 libnccl-dev=2.8.3-1+cuda10.1

用其他版本的pytorch pytorch1.7.1 with cuda10.1

conda install numpy ninja pyyaml mkl mkl-include setuptools cmake cffi typing
conda install -c pytorch magma-cuda101
git clone --recursive https://github.com/pytorch/pytorch
git clone --branch v1.7.1 https://github.com/pytorch/pytorch.git pytorch-1.7.1
cd pytorch-1.7.1
git submodule sync
git submodule update --init --recursive