Make sure you have followed caffe setup if not atleast install Prerequisite packages from that post.
Step 1: install general dependencies
sudo apt-get install --no-install-recommends git software-properties-common
Step 2: gedit ~/.bashrc (append following lines) and restart terminal (source ~/.bashrc)
export TORCH_ROOT=~/torch
Step 3: Download Torch repo in that root location
git clone https://github.com/torch/distro.git $TORCH_ROOT --recursive
Step 4: Change directory to Torch folder
cd $TORCH_ROOT
Step 5: Install torch dependencies
./install-deps
Step 6: Now, lets install torch
./install.sh -b
Step 7: Install some extra dependencies after restarting terminal (source ~/.bashrc)
sudo apt-get install --no-install-recommends libhdf5-serial-dev liblmdb-dev luarocks install tds luarocks install "https://raw.github.com/deepmind/torch-hdf5/master/hdf5-0-0.rockspec" luarocks install "https://raw.github.com/Neopallium/lua-pb/master/lua-pb-scm-0.rockspec" luarocks install lightningmdb 0.9.18.1-1 LMDB_INCDIR=/usr/include LMDB_LIBDIR=/usr/lib/x86_64-linux-gnu # If you have installed NCCL luarocks install "https://raw.githubusercontent.com/ngimel/nccl.torch/master/nccl-scm-1.rockspec" luarocks install nngraph luarocks install optim luarocks install nn
If you’d like to train on an NVIDIA GPU using CUDA (this can be to about 15x faster), you’ll of course need the GPU, and you will have to install the CUDA Toolkit. Then get the cutorch and cunn packages:
luarocks install cutorch luarocks install cunn
Aditionally to load caffe models in torch
luarocks install loadcaffe
Step 8: Install torch/demos from github by command:
git clone https://github.com/torch/demos
Go into the demos folder, then just run one of the demos:
th demos/train-on-cifar/train-on-cifar.lua
Training screenshot
If you are using CUDA 10 and cuDNN 7 and having some issue. Please refer to my new post here.
Great tancks for your post, it’s a great help to Install Torch on Ubuntu 16.04 !!!
I’an in France and write in English it’s no ver easy for me.. but i’m a Deep Learning Enthusiast to !
Best regards.
Michel
Thank you very much for sharing ! Easy installation tutorial 🙂
Regards,
Y.
Hey,
I am trying to install torch as per your direction on ubuntu 16.04. I tried on 17.04 as well and got the same error.
In file included from ../include/lapacke_utils.h:37:0,
from lapacke_cgelq2_work.c:34:
../include/lapacke.h:15893:21: internal compiler error: Segmentation fault
lapack_int* lwork, lapack_int *info );
^
And it is telling me to submit a full bug report.
Any suggestion?
Thanks,
Suhas
Try installing this packages for linear algebra.
“sudo apt-get -y install libblas-dev libopenblas-dev libatlas-base-dev liblapack-dev gfortran”
Its helpful to install packages as recommended for building caffe “https://dwijaybane.wordpress.com/2017/07/19/installing-caffe-on-ubuntu-16-04-with-cudnn-and-ffmpeg-nvenc-sdk/”
I will try to install package for linear algebra, today !
On the road again, thank you Dwijay !
Thanks for sharing!
Worked perfectly on non-GPU system, but on the one with CUDA 8.0 I’m getting:
./install.sh -b
Found CUDA on your machine. Installing CUDA packages
Warning: unmatched variable LUALIB
jopts=$(getconf _NPROCESSORS_CONF)
echo “Building on $jopts cores”
cmake -E make_directory build && cd build && cmake .. -DLUALIB= -DLUA_INCDIR=/home/luser/torch/install/include -DCMAKE_CXX_FLAGS=${CMAKE_CXX_FLAGS} -DCMAKE_BUILD_TYPE=Release -DCMAKE_PREFIX_PATH=”/home/luser/torch/install/bin/..” -DCMAKE_INSTALL_PREFIX=”/home/luser/torch/install/lib/luarocks/rocks/cutorch/scm-1″ && make -j$jopts install
Building on 8 cores
— The C compiler identification is GNU 5.4.0
— The CXX compiler identification is GNU 5.4.0
— Check for working C compiler: /usr/bin/cc
— Check for working C compiler: /usr/bin/cc — works
— Detecting C compiler ABI info
— Detecting C compiler ABI info – done
— Detecting C compile features
— Detecting C compile features – done
— Check for working CXX compiler: /usr/bin/c++
— Check for working CXX compiler: /usr/bin/c++ — works
— Detecting CXX compiler ABI info
— Detecting CXX compiler ABI info – done
— Detecting CXX compile features
— Detecting CXX compile features – done
— Found Torch7 in /home/luser/torch/install
CMake Error at /usr/share/cmake-3.5/Modules/FindPackageHandleStandardArgs.cmake:148 (message):
Could NOT find CUDA (missing: CUDA_INCLUDE_DIRS CUDA_CUDART_LIBRARY) (found
suitable version “8.0”, minimum required is “6.5”)
Call Stack (most recent call first):
/usr/share/cmake-3.5/Modules/FindPackageHandleStandardArgs.cmake:388 (_FPHSA_FAILURE_MESSAGE)
/home/luser/torch/install/share/cmake/torch/FindCUDA.cmake:1009 (find_package_handle_standard_args)
CMakeLists.txt:7 (FIND_PACKAGE)
— Configuring incomplete, errors occurred!
See also “/home/luser/torch/extra/cutorch/build/CMakeFiles/CMakeOutput.log”.
Error: Build error: Failed building.
And one more detail:
nvcc –version
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2016 NVIDIA Corporation
Built on Tue_Jan_10_13:22:03_CST_2017
Cuda compilation tools, release 8.0, V8.0.61
and:
set |grep CUDA
CUDA_CUDART_LIBRARY=/usr/local/cuda-8.0/targets/x86_64-linux/lib/libcudart.so
CUDA_INCLUDE_DIRS=/usr/local/cuda-8.0/include
CUDA_TOOLKIT_ROOT_DIR=/usr/local/cuda-8.0
Make sure your ~/.bashrc file should include these following CUDA path variables:
———————————————————————————————————————-
#CUDA home path
export CUDA_HOME=/usr/local/cuda
# CUDA Bin Path
export PATH=/usr/local/cuda-8.0/bin:$PATH
# CUDA Library Path
export LD_LIBRARY_PATH=/usr/local/cuda-8.0/lib64:$LD_LIBRARY_PATH
———————————————————————————————————————-
Then restart your machine and try again !!!
Les paquets suivants contiennent des dépendances non satisfaites :
libfftw3-dev : Dépend: libfftw3-double3 (= 3.3.4-2ubuntu1) mais 3.3.7-1 devra être installé
Dépend: libfftw3-single3 (= 3.3.4-2ubuntu1) mais 3.3.7-1 devra être installé
libgraphicsmagick1-dev : Dépend: libjpeg-dev
Dépend: liblcms2-dev mais ne sera pas installé
Dépend: libwmf-dev mais ne sera pas installé
Dépend: libx11-dev mais ne sera pas installé
Dépend: libsm-dev mais ne sera pas installé
Dépend: libice-dev mais ne sera pas installé
Dépend: libxext-dev mais ne sera pas installé
Dépend: libxml2-dev mais ne sera pas installé
Dépend: libfreetype6-dev mais ne sera pas installé
Dépend: libtiff-dev
Dépend: libjbig-dev mais ne sera pas installé
Dépend: zlib1g-dev mais ne sera pas installé ou
libz-dev
Dépend: libpng-dev
Dépend: libexif-dev mais ne sera pas installé
Dépend: libbz2-dev mais ne sera pas installé
Dépend: libltdl-dev mais ne sera pas installé
E: Impossible de corriger les problèmes, des paquets défectueux sont en mode « garder en l’état ».
I have this error (I’m French) when I use .\install-deps, can you help me please ?
The following packages have unmet dependencies:
libfftw3-dev : Depends: libfftw3-double3 (= 3.3.4-2ubuntu1) but 3.3.7-1 is to be installed
Depends: libfftw3-single3 (= 3.3.4-2ubuntu1) but 3.3.7-1 is to be installed
libgraphicsmagick1-dev : Depends: libjpeg-dev
Depends: liblcms2-dev but it is not going to be installed
Depends: libwmf-dev but it is not going to be installed
Depends: libx11-dev but it is not going to be installed
Depends: libsm-dev but it is not going to be installed
Depends: libice-dev but it is not going to be installed
Depends: libxext-dev but it is not going to be installed
Depends: libxml2-dev but it is not going to be installed
Depends: libfreetype6-dev but it is not going to be installed
Depends: libtiff-dev
Depends: libjbig-dev but it is not going to be installed
Depends: zlib1g-dev but it is not going to be installed or
libz-dev
Depends: libpng-dev
Depends: libexif-dev but it is not going to be installed
Depends: libbz2-dev but it is not going to be installed
Depends: libltdl-dev but it is not going to be installed
E: Unable to correct problems, you have held broken packages.
(in english)
Whenever you have any dependencies … make sure to install them …
libfftw3-dev : Depends: libfftw3-double3 (= 3.3.4-2ubuntu1) but 3.3.7-1 is to be installed
Depends: libfftw3-single3 (= 3.3.4-2ubuntu1) but 3.3.7-1 is to be installed
libgraphicsmagick1-dev : Depends: libjpeg-dev
So try installing these dependencies and try again…
Thank you for your answer.
But how to install theses dependencies ?
It works. It was just because I used Ubuntu 18.04 instead of 16.04.
Cheers 😀
CMake Error: The following variables are used in this project, but they are set to NOTFOUND.
Please set them or make sure they are set and tested correctly in the CMake files:
CUDA_cublas_device_LIBRARY (ADVANCED)
linked by target “THC” in directory /home/azra/torch/extra/cutorch/lib/THC
— Configuring incomplete, errors occurred!
See also “/home/azra/torch/extra/cutorch/build/CMakeFiles/CMakeOutput.log”.
See also “/home/azra/torch/extra/cutorch/build/CMakeFiles/CMakeError.log”.
Error: Build error: Failed building.
Please refer to my post of installing Torch 7 with CUDA 10.
https://dwijaybane.wordpress.com/2020/03/13/torch-7-with-cuda-10-on-ubuntu/