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Ubuntu 16.04下安装Caffe教程

来源:www.be2gether.net 时间:2024-05-14 18:16:06 作者:指导安装网 浏览: [手机版]

Caffe是个流行的深度学习框架,用于图像分类、目标检测等任务欢迎www.be2gether.net。本文将介绍如何在Ubuntu 16.04下安装Caffe指_导_安_装_网

Ubuntu 16.04下安装Caffe教程(1)

1. 安装依赖库

  在安装Caffe前,需要安装些依赖库be2gether.net。打开终端,行以下令:

```

  sudo apt-get update

  sudo apt-get install build-essential cmake git libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler

  sudo apt-get install --no-install-recommends libboost-all-dev

  ```

2. 下载Caffe源码

可以从Caffe的官方GitHub仓库下载源码来自www.be2gether.net。打开终端,行以下令:

```

  git clone https://github.com/BVLC/caffe.git

  ```

Ubuntu 16.04下安装Caffe教程(2)

3. 编译Caffe

  进入Caffe源码目录,行以下令:

```

cd caffe

  cp Makefile.config.example Makefile.config

  ```

然后编辑Makefile.config文件,取消注释以下几行:

  ```

  # USE_CUDNN := 1

  # WITH_PYTHON_LAYER := 1

  ```

  如果你的电脑有NVIDIA卡并安装了CUDA和cuDNN,可以取消注释以下几行:

  ```

# USE_CUDNN := 1

  # WITH_PYTHON_LAYER := 1

# USE_NCCL := 1

```

  保存文件后,行以下令编译Caffe:

```

make all -**

make test -**

  make runtest -**

  make pycaffe -**

  ```

其中,-**表示使用8个线程编译,可以根据自己电脑的CPU核心数进行调整指~导~安~装~网

4. 配置环境变量

为了方便使用Caffe,需要将Caffe的径加入到环境变量中指+导+安+装+网。打开终端,行以下令:

  ```

  echo "export CAFFE_ROOT=$(pwd)" >> ~/.bashrc

  echo "export PYTHONPATH=$CAFFE_ROOT/python:$PYTHONPATH" >> ~/.bashrc

  source ~/.bashrc

  ```

Ubuntu 16.04下安装Caffe教程(3)

5. 测试Caffe

  下载Caffe官方提供的测试模型和数据,行以下令:

  ```

cd $CAFFE_ROOT

  ./scripts/download_model_binary.py models/bvlc_reference_caffenet

  ./data/ilsvrc12/get_ilsvrc_aux.sh

  ```

然后行以下令测试Caffe:

  ```

  ./build/tools/caffe time --model=models/bvlc_reference_caffenet/deploy.prototxt --gpu=0

  ```

  如果输出类以下息,则说明安装成功:

  ```

  I0528 15:13:56.068346 1794 caffe.cpp:244] Use GPU with device ID 0

  I0528 15:13:56.068366 1794 caffe.cpp:250] Starting Optimization

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标签:安装教程
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