在滴滴云上安装Digits

准备工作

#在滴滴云上安装，选择已经安装好cuda9、cudnn7的镜像

#滴滴云默认不是root，所以首先切换到root

sudo su

#升级pip

sudo pip install --upgrade pip

安装caffe

#安装一些依赖包

sudo apt-get install --no-install-recommends build-essential cmake git gfortran libatlas-base-dev libboost-filesystem-dev libboost-python-dev libboost-system-dev libboost-thread-dev libgflags-dev libgoogle-glog-dev libhdf5-serial-dev libleveldb-dev liblmdb-dev libopencv-dev libsnappy-dev python-all-dev python-dev python-h5py python-matplotlib python-numpy python-opencv python-pil python-pip python-pydot python-scipy python-skimage python-sklearn

#下载源代码

mkdir ~/caffe

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export CAFFE_ROOT=~/caffe

#按照官方的说明文档中，截至2019.1.24日Digits仅支持caffe 0.15

git clone https://github.com/NVIDIA/caffe.git $CAFFE_ROOT -b 'caffe-0.15'

#安装python依赖包

sudo pip install -r $CAFFE_ROOT/python/requirements.txt

#安装过程中有报错，不用管它

#pandas 0.23.4 has requirement python-dateutil>=2.5.0, but you'll have python-dateutil 1.5 which is incompatible.

#networkx 2.2 has requirement decorator>=4.3.0, but you'll have decorator 4.0.6 which is incompatible.

#安装protobuf

sudo apt-get install protobuf-compiler libprotobuf-dev

编译caffe

cd $CAFFE_ROOT

mkdir build

cd build

cmake ..

make -j"$(nproc)"

make install

安装Digits

#下载源代码

DIGITS_ROOT=~/digits

git clone https://github.com/NVIDIA/DIGITS.git $DIGITS_ROOT

#安装依赖包

sudo pip install -r $DIGITS_ROOT/requirements.txt

sudo pip install -e $DIGITS_ROOT

#安装python-tk

sudo apt-get install python-tk

#运行Digits

./digits-devserver