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| |
| # Installing MXNet on CentOS and other non-Ubuntu Linux systems |
| |
| Step 1. Install build tools and git on `CentOS >= 7` and `Fedora >= 19`: |
| |
| ```bash |
| sudo yum groupinstall -y "Development Tools" && sudo yum install -y git |
| ``` |
| |
| Step 2. Install Atlas: |
| |
| ```bash |
| sudo yum install atlas-devel |
| ``` |
| |
| Installing both `git` and `cmake` or `make` by following instructions on the websites is |
| straightforward. Here we provide the instructions to build `gcc-4.8` from source codes. |
| |
| Step 3. Install the 32-bit `libc` with one of the following system-specific commands: |
| |
| ```bash |
| sudo apt-get install libc6-dev-i386 # In Ubuntu |
| sudo yum install glibc-devel.i686 # In RHEL (Red Hat Linux) |
| sudo yum install glibc-devel.i386 # In CentOS 5.8 |
| sudo yum install glibc-devel.i686 # In CentOS 6/7 |
| ``` |
| |
| Step 4. Download and extract the `gcc` source code with the prerequisites: |
| |
| ```bash |
| wget http://mirrors.concertpass.com/gcc/releases/gcc-4.8.5/gcc-4.8.5.tar.gz |
| tar -zxf gcc-4.8.5.tar.gz |
| cd gcc-4.8.5 |
| ./contrib/download_prerequisites |
| ``` |
| |
| Step 5. Build `gcc` by using 10 threads and then install to `/usr/local` |
| |
| ```bash |
| mkdir release && cd release |
| ../configure --prefix=/usr/local --enable-languages=c,c++ |
| make -j10 |
| sudo make install |
| ``` |
| |
| Step 6. Add the lib path to your configure file such as `~/.bashrc`: |
| |
| ```bash |
| export LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:/usr/local/lib64 |
| ``` |
| |
| Step 7. Build [OpenBLAS from source](https://github.com/xianyi/OpenBLAS#installation-from-source). |
| |
| Step 8. Build OpenCV |
| |
| To build OpenCV from source code, you need the [cmake](https://cmake.org) library. |
| |
| * If you don't have cmake or if your version of cmake is earlier than 3.6.1, run the following commands to install a newer version of cmake: |
| |
| ```bash |
| wget https://cmake.org/files/v3.6/cmake-3.6.1-Linux-x86_64.tar.gz |
| tar -zxvf cmake-3.6.1-Linux-x86_64.tar.gz |
| alias cmake="cmake-3.6.1-Linux-x86_64/bin/cmake" |
| ``` |
| |
| * To download and extract the OpenCV source code, run the following commands: |
| |
| ```bash |
| wget https://codeload.github.com/opencv/opencv/zip/2.4.13 |
| unzip 2.4.13 |
| cd opencv-2.4.13 |
| mkdir release |
| cd release/ |
| ``` |
| |
| * Build OpenCV. The following commands build OpenCV with 10 threads. We |
| disabled GPU support, which might significantly slow down an MXNet program |
| running on a GPU processor. It also disables 1394 which might generate a |
| warning. Then install it on `/usr/local`. |
| |
| ```bash |
| cmake -D BUILD_opencv_gpu=OFF -D WITH_CUDA=OFF -D WITH_1394=OFF -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local .. |
| make -j10 |
| sudo make install |
| ``` |
| |
| * Add the lib path to your configuration such as `~/.bashrc`. |
| |
| ```bash |
| export PKG_CONFIG_PATH=$PKG_CONFIG_PATH:/usr/local/lib/pkgconfig/ |
| ``` |