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September 4, 2016 01:42
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ubuntu 16.04 gtx1080 caffe
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#ubuntu 16.04 gtx1080 caffe | |
sudo apt-get install build-essential | |
./cuda_8.0.27_linux.run -extract=~/Downloads/nvidia_installers; | |
sudo ./cuda-linux64-rel-8.0.27-20733550.run | |
sudo ./cuda-samples-linux-8.0.27-20733550.run | |
test if the drivers are working by going to your sample directory | |
cd /usr/local/cuda/samples | |
# sudo chown -R <username>:<usergroup> . | |
cd 1_Utilities/deviceQuery | |
make . | |
./deviceQuery | |
lsmod | grep nv | |
export PATH=/usr/local/cuda-8.0/bin:$PATH | |
sudo apt-get install libprotobuf-dev libleveldb-dev libsnappy-dev libopencv-dev libhdf5-serial-dev protobuf-compiler | |
sudo apt-get install --no-install-recommends libboost-all-dev | |
sudo apt-get install libatlas-base-dev | |
cp cuda/include/cudnn.h /usr/local/cuda/include | |
cp -R cuda/lib64 /usr/local/cuda/lib64 | |
sudo apt-get update | |
sudo apt-get upgrade | |
sudo apt-get install -y build-essential cmake git pkg-config | |
sudo apt-get install -y libprotobuf-dev libleveldb-dev libsnappy-dev libhdf5-serial-dev protobuf-compiler | |
sudo apt-get install -y libatlas-base-dev | |
sudo apt-get install -y --no-install-recommends libboost-all-dev | |
sudo apt-get install -y libgflags-dev libgoogle-glog-dev liblmdb-dev | |
# (Python general) | |
sudo apt-get install -y python-pip | |
# (Python 2.7 development files) | |
sudo apt-get install -y python-dev | |
sudo apt-get install -y python-numpy python-scipy | |
# (or, Python 3.5 development files) | |
#sudo apt-get install -y python3-dev | |
#sudo apt-get install -y python3-numpy python3-scipy | |
# (OpenCV 2.4) | |
# | |
# | |
find . -type f -exec sed -i -e 's^"hdf5.h"^"hdf5/serial/hdf5.h"^g' -e 's^"hdf5_hl.h"^"hdf5/serial/hdf5_hl.h"^g' '{}' \; | |
cd /usr/lib/x86_64-linux-gnu | |
sudo ln -s libhdf5_serial.so.10.1.0 libhdf5.so | |
sudo ln -s libhdf5_serial_hl.so.10.0.2 libhdf5_hl.so | |
sudo apt-get install autoconf automake libtool curl make g++ unzip | |
sudo apt install autoconf | |
git clone https://github.com/google/protobuf.git | |
export CAFFE_ROOT=/home/{username}/caffe | |
export LD_LIBRARY_PATH=/usr/local/cuda/lib64:$LD_LIBRARY_PATH | |
sudo ldconfig /usr/local/cuda/lib64 | |
sudo apt-get install ipython-notebook | |
# http://guanghan.info/blog/en/my-works/building-our-personal-deep-learning-rig-gtx-1080-ubuntu-16-04-cuda-8-0rc-cudnn-7-tensorflowmxnetcaffedarknet/ | |
# https://github.com/BVLC/caffe/wiki/Ubuntu-16.04-or-15.10-Installation-Guide | |
# https://github.com/BVLC/caffe/wiki/GeForce-GTX-1080,---CUDA-8.0,---Ubuntu-16.04,---Caffe |
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