Ubuntu16.04 Caffe Installation Record

Ubuntu16.04 Caffe Installation record1. Install the video driver

First update the input:

sudo apt-get updatesudo apt-get upgrade

Then open system settings in Software&updates

Select the following and click Apply Changes.

2. Disable Nouveau

Edit File

sudo gedit/etc/modprobe.d/blacklist-nouveau.conf

Write in an open file:

Blacklist nouveau option Nouveau modeset=0

Perform

sudo update-initramfs-u

Restart, enter

Reboot

3. Installing dependent Packages

Enter in turn:

sudo apt-get install Libprotobuf-dev libleveldb-dev libsnappy-dev Libopencv-dev Libhdf5-serial-dev Protobuf-compilersudo apt-get Install--no-install-recommends libboost-all-devsudo apt-get Install Libopenblas-dev Liblapack-dev libatlas-base-devsudo apt-get Install libgflags-dev libgoogle-glog-dev liblmdb-devsudo apt-get Install Git cmake build-essential

4. Configure Environment variables

To open a configuration file:

sudo gedit ~/.BASHRC

Add to:

Save exit

5. Installing Cuda 8.0

Execute executable file:

sudo sh cuda_8.0.61_375.26_linux.run--no-opengl-libs

Note: Do not choose to install the video driver during the installation process, and select Yes.

Restart:

Reboot

To open a configuration file:

sudo gedit ~/.BASHRC

To add an environment variable:

Export Path=/usr/local/cuda-8.0/bin: $PATHexport ld_library_path=/usr/local/cuda/lib64: $LD _library_path

To make the configuration effective:

SOURCE ~/.BASHRC

6. Validate Cuda 8.0

Cd/usr/local/cuda-8.0/samples/1_utilities/devicequerysudo Make./devicequery

7. Installing CUDNN

Download the CUDNN and copy it to the/usr/local path:

sudo cp/home/peiyuyang/cudnn-8.0-linux-x64-v6.0.tgz/usr/local

Unzip, perform:

sudo tar-zxvf cudnn-8.0-linux-x64-v6.0.tgz

After decompression, execute:

sudo cp cuda/include/cudnn.h/usr/local/cuda/include/sudo CP cuda/lib64/libcudnn*/usr/local/cuda/lib64/sudo chmod a+r /usr/local/cuda/include/cudnn.hsudo chmod a+r/usr/local/cuda/lib64/libcudnn*

8. Script Installationopencv-3.3. 0

To install Git:

sudo apt install git

Download:

git clone Https://github.com/jayrambhia/Install-OpenCV

Open path:

CD install-opencv/ubuntu/

Assigning permissions:

chmod +x *

For insurance purposes:

sudo apt-get update

To run the script:

./opencv_latest.sh

A long time, the final appearance of OpenCV-3.3.0 ready to be used, the installation was successful.

9. Installing Caffe

Under Installation path:

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

Change all file permissions in the user directory to the permissions of the current user:

Chown-r Uer.uer/home/user

Enter Caffe path, copy Makefile.config.example:

sudo cp Makefile.config.example Makefile.config

To modify the Makefile.config file:

sudo gedit makefile.config

Modify:

Change #use_cudnn: = 1 to: use_cudnn: = 1 will #opencv_version: = 3 modified to: opencv_version: = 3 will #with_python_layer: = 1 modified to With_python_ LAYER: = 1
Include_dirs: = $ (python_include)/usr/local/includelibrary_dirs: = $ (python_lib)/usr/local/lib/usr/lib modified to: INCLUDE _dirs: = $ (python_include)/usr/local/include/usr/include/hdf5/seriallibrary_dirs: = $ (python_lib)/usr/local/lib/ Usr/lib/usr/lib/x86_64-linux-gnu/usr/lib/x86_64-linux-gnu/hdf5/serial       

To modify the Makefile file:

Gedit Makefile

Modify:

Modify Nvccflags +=-ccbin=$ (CXX)-xcompiler-fpic $ (common_flags) to: Nvccflags + =-d_force_inlines-ccbin=$ (CXX)-Xcompiler- FPIC $ (common_flags) will LIBRARIES + = Glog gflags protobuf boost_system boost_filesystem m hdf5_hl hdf5 modified to: LIBRARIES + = Glog g Flags Protobuf boost_system boost_filesystem m HDF5_SERIAL_HL hdf5_serial

To modify the Host_config.h file:

Modify:

The #error--unsupported GNU version! GCC versions later than 4.9 is not supported! changed to//#error--Unsupported GNU version! GCC versions later than 4.9 is not supported!

Start compiling Caffe:

Make All-j8

Run Test after successful compilation:

sudo make runtest-j8

10. Compiling Pycaffe

Installation dependencies:

sudo apt-get install-y python-numpy python-scipy python-matplotlib python-sklearn python-skimage python-h5py Python-protobuf python-leveldb python-networkx python-nose python-pandas python-gflags Cython Ipython

Compile:

Make Pycaffe-j8

After success seems not to Python,import Caffe. Proceed to the next step first.

11. Installing Anaconda

After the installation decompression, enter the decompression directory, run:

Bash anaconda2-4.4.0-linux-x86_64.sh

Select Add environment variable.

Make environment variables effective

SOURCE ~/.BASHRC

Then proceed as follows:

sudo pip install easydict
Pip install protobufsudo apt-get install Python-protobufconda install LIBGCC

Then you can import caffe smoothly.

Ubuntu16.04 Caffe Installation Record