caffe搭建--ubuntu标准平台的搭建

最新推荐文章于 2025-09-05 14:24:44 发布

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最新推荐文章于 2025-09-05 14:24:44 发布

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原文链接：http://www.cnblogs.com/leoking01/p/7115739.html

本文档详细介绍了如何在Ubuntu上安装Caffe深度学习框架，包括必要的依赖项安装步骤，如CUDA、BLAS等，并提供了不同Ubuntu版本的具体配置说明。

http://caffe.berkeleyvision.org/install_apt.html

Ubuntu Installation

General dependencies

sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler
sudo apt-get install --no-install-recommends libboost-all-dev

CUDA: Install by apt-get or the NVIDIA .run package. The NVIDIA package tends to follow more recent library and driver versions, but the installation is more manual. If installing from packages, install the library and latest driver separately; the driver bundled with the library is usually out-of-date. This can be skipped for CPU-only installation.

wget "http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/cuda-repo-ubuntu1604_8.0.61-1_amd64.deb"

BLAS: install ATLAS by sudo apt-get install libatlas-base-dev or install OpenBLAS by sudo apt-get install libopenblas-dev or MKL for better CPU performance.

Python (optional): if you use the default Python you will need to sudo apt-get install the python-dev package to have the Python headers for building the pycaffe interface.

Compatibility notes, 16.04

CUDA 8 is required on Ubuntu 16.04.

Remaining dependencies, 14.04

Everything is packaged in 14.04.

sudo apt-get install libgflags-dev libgoogle-glog-dev liblmdb-dev

Remaining dependencies, 12.04

These dependencies need manual installation in 12.04.

# glog
wget https://github.com/google/glog/archive/v0.3.3.tar.gz
tar zxvf v0.3.3.tar.gz
cd glog-0.3.3
./configure
make && make install
# gflags
wget https://github.com/schuhschuh/gflags/archive/master.zip
unzip master.zip
cd gflags-master
mkdir build && cd build
export CXXFLAGS="-fPIC" && cmake .. && make VERBOSE=1
make && make install
# lmdb
git clone https://github.com/LMDB/lmdb
cd lmdb/libraries/liblmdb
make && make install

Note that glog does not compile with the most recent gflags version (2.1), so before that is resolved you will need to build with glog first.

Continue with compilation.

转载于:https://www.cnblogs.com/leoking01/p/7115739.html