lspci | grep -i nvidia
- https://no2147483647.wordpress.com/2016/01/16/setup-amazon-aws-gpu-instance-with-mxnet/
- http://tleyden.github.io/blog/2015/11/22/cuda-7-dot-5-on-aws-gpu-instance-running-ubuntu-14-dot-04/
sudo apt-get update && sudo apt-get upgrade
sudo apt-get install -y build-essential git libcurl4-openssl-dev libatlas-base-dev libopencv-dev python-numpy unzip
sudo apt-get install -y opencl-headers build-essential protobuf-compiler \
libprotoc-dev libboost-all-dev libleveldb-dev hdf5-tools libhdf5-serial-dev \
libopencv-core-dev libopencv-highgui-dev libsnappy-dev libsnappy1 \
libatlas-base-dev cmake libstdc++6-4.8-dbg libgoogle-glog0 libgoogle-glog-dev \
libgflags-dev liblmdb-dev git python-pip gfortran
# Update Linux kernel on AWS
sudo apt-get install linux-image-extra-virtual
# Disable nouveau
# nouveau conflicts with NVIDIA’s kernel module on AWS.
sudo vi /etc/modprobe.d/blacklist-nouveau.conf
blacklist nouveau
blacklist lbm-nouveau
options nouveau modeset=0
alias nouveau off
alias lbm-nouveau off
echo options nouveau modeset=0 | sudo tee -a /etc/modprobe.d/nouveau-kms.conf
sudo update-initramfs -u
sudo reboot
sudo apt-get install -y linux-image-extra-`uname -r` linux-headers-`uname -r` linux-image-`uname -r`
# Install CUDA repository
wget http://developer.download.nvidia.com/compute/cuda/7.5/Prod/local_installers/cuda-repo-ubuntu1404-7-5-local_7.5-18_amd64.deb
sudo dpkg -i cuda-repo-ubuntu1404-7-5-local_7.5-18_amd64.deb
sudo apt-get update
sudo apt-get install -y cuda
sudo apt-get clean
sudo reboot
nvidia-smi
One can apply for the developer program here https://developer.nvidia.com/cudnn. When approved, download cuDNN for Linux (either v5), upload the cuDNN package from the local computer to the instance, and install cuDNN:
https://developer.nvidia.com/rdp/assets/cudnn-7.5-linux-x64-v5.0-ga-tgz
tar -zxf cudnn-7.0-linux-x64-v4.0-rc.tgz #or cudnn-7.0-linux-x64-v3.0-prod.tgz
cd cuda
sudo cp lib64/* /usr/local/cuda/lib64/
sudo cp include/cudnn.h /usr/local/cuda/include/
~/.profile
export PATH=/usr/local/cuda/bin:$PATH
export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH
- https://habrahabr.ru/post/301654/
- http://developer.download.nvidia.com/compute/redist/ffmpeg/1511-patch/FFMPEG-with-NVIDIA-Acceleration-on-Ubuntu_UG_v01.pdf
wget 'http://developer.download.nvidia.com/compute/redist/ffmpeg/1511-patch/cudautils.zip'
wget 'http://ffmpeg.org/releases/ffmpeg-3.1.tar.bz2'
wget 'http://kuzko.com/dl/ffmpeg_NVIDIA_gpu_acceleration.3.0.2.patch'
git clone git://git.videolan.org/x264.git
cd x264
./configure --disable-cli --enable-static --enable-shared --enable-strip
make -j
make install
ldconfig
wget 'https://developer.nvidia.com/video-sdk-601' -O 'video-sdk-601.zip'
unzip video-sdk-601.zip;
sudo /bin/cp -prf nvidia_video_sdk_6.0.1/Samples/common/inc/*.h /usr/local/include
wget http://developer.download.nvidia.com/compute/redist/ffmpeg/1511-patch/cudautils.zip
unzip cudautils.zip
cd cudautils
make
git clone git://source.ffmpeg.org/ffmpeg.git
wget http://developer.download.nvidia.com/compute/redist/ffmpeg/1511-patch/ffmpeg_NVIDIA_gpu_acceleration.patch
cd ffmpeg
git apply ../ffmpeg_NVIDIA_gpu_acceleration.patch
cd ..
mkdir ffmpeg_build
cd ffmpeg_build
../ffmpeg/configure --enable-nonfree --enable-nvenc --enable-nvresize --extra-cflags=-I../cudautils --extra-ldflags=-L../cudautils --enable-gpl --enable-libx264
#--enable-nvresize пришлось удалить
make -j
./ffmpeg -encoders | grep 264
sudo apt-get install frei0r-plugins
https://www.digitalocean.com/community/tutorials/how-to-add-swap-on-ubuntu-14-04
sudo swapon -s
#8gb
sudo dd if=/dev/zero of=/swapfile bs=1G count=8
sudo chmod 600 /swapfile
ls -lh /swapfile
sudo mkswap /swapfile
sudo swapon /swapfile
sudo swapon -s
sudo nano /etc/fstab
# add - "/swapfile none swap sw 0 0"
http://askubuntu.com/questions/466651/how-do-i-use-the-latest-gcc-on-ubuntu
sudo add-apt-repository ppa:ubuntu-toolchain-r/test
sudo apt-get update
sudo apt-get install g++-4.9
sudo update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-4.9 60 --slave /usr/bin/g++ g++ /usr/bin/g++-4.9
sudo add-apt-repository ppa:gstreamer-developers/ppa
sudo apt-get update
sudo apt-get install gstreamer1.0*
http://blog.aicry.com/ubuntu-14-04-install-opencv-with-cuda/
sudo apt-get install libopenblas-dev liblapack-dev
sudo apt-get install git libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev
sudo apt-get install python-dev python-numpy libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libjasper-dev libdc1394-22-dev checkinstall
sudo apt-get install libopencv-dev build-essential checkinstall cmake pkg-config yasm libtiff4-dev libjpeg-dev libjasper-dev libavcodec-dev libavformat-dev libswscale-dev libdc1394-22-dev libxine-dev libgstreamer0.10-dev libgstreamer-plugins-base0.10-dev libv4l-dev python-dev python-numpy libtbb-dev libqt4-dev libgtk2.0-dev libfaac-dev libmp3lame-dev libopencore-amrnb-dev libopencore-amrwb-dev libtheora-dev libvorbis-dev libxvidcore-dev x264 v4l-utils
sudo apt-get -y install libopencv-dev build-essential cmake git libgtk2.0-dev pkg-config python-dev python-numpy libdc1394-22 libdc1394-22-dev libjpeg-dev libpng12-dev libtiff4-dev libjasper-dev libavcodec-dev libavformat-dev libswscale-dev libxine-dev libgstreamer0.10-dev libgstreamer-plugins-base0.10-dev libv4l-dev libtbb-dev libqt4-dev libfaac-dev libmp3lame-dev libopencore-amrnb-dev libopencore-amrwb-dev libtheora-dev libvorbis-dev libxvidcore-dev x264 v4l-utils unzip
wget https://github.com/Itseez/opencv/archive/3.1.0.zip
cd opencv-3.1.0
sudo mkdir build
cd build
sudo apt-get install qt-sdk
cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local -D WITH_TBB=ON -D BUILD_SHARED_LIBS=OFF ..
#or
cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local -D WITH_TBB=ON -D BUILD_NEW_PYTHON_SUPPORT=ON -D WITH_V4L=ON -D INSTALL_C_EXAMPLES=ON -D INSTALL_PYTHON_EXAMPLES=ON -D BUILD_EXAMPLES=ON -D WITH_QT=ON -D WITH_OPENGL=ON -D ENABLE_FAST_MATH=1 -D CUDA_FAST_MATH=1 -D WITH_CUBLAS=1 ..
ccmake ..
# WITH_NVCUVID - ON
# WITH_CUBLAS - ON
sudo make -j
sudo make install
http://askubuntu.com/questions/691889/opencv-with-cuda-on-ubuntu-14-04-installation-error
sudo ln -s /usr/lib/nvidia-352/libnvcuvid.so /usr/lib/libnvcuvid.so
sudo ln -s /usr/lib/nvidia-352/libnvcuvid.so.1 /usr/lib/libnvcuvid.so.1
if undefined reference to avformat_get_mov_video_tags
sudo apt-get remove libavutil-dev libavutil-extra-51
https://github.com/TadasBaltrusaitis/OpenFace/wiki/Unix-Installation
sudo apt-get install libboost1.55-all-dev
#or
sudo apt-get install libboost-all-dev
git clone https://github.com/TadasBaltrusaitis/OpenFace.git
cd OpenFace
mkdir build
cd build
cmake -D CMAKE_BUILD_TYPE=RELEASE ..
make