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Install Caffe on the NVIDIA Jetson TX2 Development Kit

License: MIT License

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installcaffejtx2's Introduction

installCaffeJTX2

Install Caffe on the NVIDIA Jetson TX2 Development Kit.

Caffe: a fast open framework for deep learning. http://caffe.berkeleyvision.org/ Caffe source code is here: https://github.com/BVLC/caffe

Scripts to install Caffe and dependencies on the NVIDIA Jetson TX2 Development Kit. This script is for L4T 27.1, an Ubuntu 16.04 variant.

To maximize the performance of the Jetson TX2, you can use the jetson_clocks.sh script which enables all CPU cores, and maximizes clock speeds on the CPUs and GPU. JetPack 3 installs jetson_clocks.sh in the home directory.

For best results on the Jetson TX2 install:

L4T 27.1 (Ubuntu 16.04)
OpenCV4Tegra
CUDA 8.0
cuDNN v5.1

These can all be installed with JetPack 3.

To install, run the installCaffe.sh script:

$ ./installCaffe.sh

Last tested with last Github Caffe commit: 317d162acbe420c4b2d1faa77b5c18a3841c444c

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installcaffejtx2's Issues

sos where is the libcaffe.a

Hello, I tryed again and again. However the TX2 only generate libcaffe.so, no libcaffe.a.

It's very strange because in my PC the caffe does generate both .so and .a.

What happened to TX2 and how can we get a libcaffe.a please.

This is very urgent for my project please help.

where can i get caffe for xavier?

hi @jetsonhacks
I want to install caffe on xavier. can you give the link to install caffe on my xavier?? many thanks!!

performance of maximization

hi:
thanks for you excellent job!
I want to know the promotion of performance after I maximize the performance by running the jetson_clocks.sh .have you test this ?thank you very much!

I can't install Caffe

Hi
I have similar issue #4 .

My jetsonTX2 spec

NVIDIA Jetson TX2
L4T 28.1.0 [ JetPack 3.1 ]
Ubuntu 16.04.5 LTS
CUDA 8.0
cudnN5.1

Maybe I remove OpenCV4tegra.
But i can't found how to install OpenCV4tegra.

'universe' distribution component is already enabled for all sources.
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Reading package lists... Done
W: Invalid 'Date' entry in Release file /var/lib/apt/lists/partial/_var_libopencv4tegra-repo_Release
Loading Caffe Dependencies.
Reading package lists... Done
Building dependency tree
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cmake is already the newest version (3.5.1-1ubuntu3).
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libleveldb-dev is already the newest version (1.18-5).
libprotobuf-dev is already the newest version (2.6.1-1.3).
libsnappy-dev is already the newest version (1.1.3-2).
protobuf-compiler is already the newest version (2.6.1-1.3).
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Cloning Caffe into the home directory
fatal: destination path 'caffe' already exists and is not an empty directory.
-- Boost version: 1.58.0
-- Found the following Boost libraries:
-- system
-- thread
-- filesystem
-- chrono
-- date_time
-- atomic
-- Found gflags (include: /usr/include, library: /usr/lib/aarch64-linux-gnu/libgflags.so)
-- Found glog (include: /usr/include, library: /usr/lib/aarch64-linux-gnu/libglog.so)
-- Found PROTOBUF Compiler: /usr/bin/protoc
-- Found lmdb (include: /usr/include, library: /usr/lib/aarch64-linux-gnu/liblmdb.so)
-- Found LevelDB (include: /usr/include, library: /usr/lib/aarch64-linux-gnu/libleveldb.so)
-- Found Snappy (include: /usr/include, library: /usr/lib/aarch64-linux-gnu/libsnappy.so)
-- CUDA detected: 8.0
-- Found cuDNN: ver. 6.0.21 found (include: /usr/include, library: /usr/lib/aarch64-linux-gnu/libcudnn.so)
-- Added CUDA NVCC flags for: sm_62
-- OpenCV found (/usr/local/share/OpenCV)
-- Found Atlas (include: /usr/include library: /usr/lib/libatlas.so lapack: /usr/lib/liblapack.so
-- NumPy ver. 1.14.5 found (include: /usr/local/lib/python2.7/dist-packages/numpy/core/include)
-- Boost version: 1.58.0
-- Found the following Boost libraries:
-- python
-- Could NOT find Doxygen (missing: DOXYGEN_EXECUTABLE)

-- * Caffe Configuration Summary *
-- General:
-- Version : 1.0.0
-- Git : 1.0-132-g99bd997-dirty
-- System : Linux
-- C++ compiler : /usr/bin/c++
-- Release CXX flags : -O3 -DNDEBUG -fPIC -Wall -Wno-sign-compare -Wno-uninitialized
-- Debug CXX flags : -g -fPIC -Wall -Wno-sign-compare -Wno-uninitialized
-- Build type : Release

-- BUILD_SHARED_LIBS : ON
-- BUILD_python : ON
-- BUILD_matlab : OFF
-- BUILD_docs : ON
-- CPU_ONLY : OFF
-- USE_OPENCV : ON
-- USE_LEVELDB : ON
-- USE_LMDB : ON
-- USE_NCCL : OFF
-- ALLOW_LMDB_NOLOCK : OFF
-- USE_HDF5 : ON

-- Dependencies:
-- BLAS : Yes (Atlas)
-- Boost : Yes (ver. 1.58)
-- glog : Yes
-- gflags : Yes
-- protobuf : Yes (ver. 2.6.1)
-- lmdb : Yes (ver. 0.9.17)
-- LevelDB : Yes (ver. 1.18)
-- Snappy : Yes (ver. 1.1.3)
-- OpenCV : Yes (ver. 3.4.0)
-- CUDA : Yes (ver. 8.0)

-- NVIDIA CUDA:
-- Target GPU(s) : Auto
-- GPU arch(s) : sm_62
-- cuDNN : Yes (ver. 6.0.21)

-- Python:
-- Interpreter : /usr/bin/python2.7 (ver. 2.7.12)
-- Libraries : /usr/lib/aarch64-linux-gnu/libpython2.7.so (ver 2.7.12)
-- NumPy : /usr/local/lib/python2.7/dist-packages/numpy/core/include (ver 1.14.5)

-- Documentaion:
-- Doxygen : No
-- config_file :

-- Install:
-- Install path : /local/home/nendy/caffe/install

-- Configuring done
CMake Warning (dev) in src/caffe/CMakeLists.txt:
Policy CMP0022 is not set: INTERFACE_LINK_LIBRARIES defines the link
interface. Run "cmake --help-policy CMP0022" for policy details. Use the
cmake_policy command to set the policy and suppress this warning.

Target "caffe" has an INTERFACE_LINK_LIBRARIES property which differs from
its LINK_INTERFACE_LIBRARIES properties.

INTERFACE_LINK_LIBRARIES:

caffeproto;/usr/lib/aarch64-linux-gnu/libboost_system.so;/usr/lib/aarch64-linux-gnu/libboost_thread.so;/usr/lib/aarch64-linux-gnu/libboost_filesystem.so;/usr/lib/aarch64-linux-gnu/libboost_chrono.so;/usr/lib/aarch64-linux-gnu/libboost_date_time.so;/usr/lib/aarch64-linux-gnu/libboost_atomic.so;/usr/lib/aarch64-linux-gnu/libpthread.so;/usr/lib/aarch64-linux-gnu/libglog.so;/usr/lib/aarch64-linux-gnu/libgflags.so;$<$<NOT:$<CONFIG:DEBUG>>:/usr/lib/aarch64-linux-gnu/libprotobuf.so>;$<$<CONFIG:DEBUG>:/usr/lib/aarch64-linux-gnu/libprotobuf.so>;-lpthread;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5_hl.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5.so;/usr/lib/aarch64-linux-gnu/libpthread.so;/usr/lib/aarch64-linux-gnu/libsz.so;/usr/lib/aarch64-linux-gnu/libz.so;/usr/lib/aarch64-linux-gnu/libdl.so;/usr/lib/aarch64-linux-gnu/libm.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5_hl.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5.so;/usr/lib/aarch64-linux-gnu/libpthread.so;/usr/lib/aarch64-linux-gnu/libsz.so;/usr/lib/aarch64-linux-gnu/libz.so;/usr/lib/aarch64-linux-gnu/libdl.so;/usr/lib/aarch64-linux-gnu/libm.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5_hl.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5.so;/usr/lib/aarch64-linux-gnu/libpthread.so;/usr/lib/aarch64-linux-gnu/libsz.so;/usr/lib/aarch64-linux-gnu/libz.so;/usr/lib/aarch64-linux-gnu/libdl.so;/usr/lib/aarch64-linux-gnu/libm.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5_hl.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5.so;/usr/lib/aarch64-linux-gnu/libpthread.so;/usr/lib/aarch64-linux-gnu/libsz.so;/usr/lib/aarch64-linux-gnu/libz.so;/usr/lib/aarch64-linux-gnu/libdl.so;/usr/lib/aarch64-linux-gnu/libm.so;/usr/lib/aarch64-linux-gnu/liblmdb.so;/usr/lib/aarch64-linux-gnu/libleveldb.so;/usr/local/cuda/lib64/libcudart.so;/usr/local/cuda/lib64/libcurand.so;/usr/local/cuda/lib64/libcublas.so;/usr/lib/aarch64-linux-gnu/libcudnn.so;opencv_core;opencv_highgui;opencv_imgproc;opencv_imgcodecs;/usr/lib/liblapack.so;/usr/lib/libcblas.so;/usr/lib/libatlas.so;/usr/lib/aarch64-linux-gnu/libboost_python.so

LINK_INTERFACE_LIBRARIES:

caffeproto;/usr/lib/aarch64-linux-gnu/libboost_system.so;/usr/lib/aarch64-linux-gnu/libboost_thread.so;/usr/lib/aarch64-linux-gnu/libboost_filesystem.so;/usr/lib/aarch64-linux-gnu/libboost_chrono.so;/usr/lib/aarch64-linux-gnu/libboost_date_time.so;/usr/lib/aarch64-linux-gnu/libboost_atomic.so;/usr/lib/aarch64-linux-gnu/libpthread.so;/usr/lib/aarch64-linux-gnu/libglog.so;/usr/lib/aarch64-linux-gnu/libgflags.so;/usr/lib/aarch64-linux-gnu/libprotobuf.so;-lpthread;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5_hl.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5.so;/usr/lib/aarch64-linux-gnu/libpthread.so;/usr/lib/aarch64-linux-gnu/libsz.so;/usr/lib/aarch64-linux-gnu/libz.so;/usr/lib/aarch64-linux-gnu/libdl.so;/usr/lib/aarch64-linux-gnu/libm.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5_hl.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5.so;/usr/lib/aarch64-linux-gnu/libpthread.so;/usr/lib/aarch64-linux-gnu/libsz.so;/usr/lib/aarch64-linux-gnu/libz.so;/usr/lib/aarch64-linux-gnu/libdl.so;/usr/lib/aarch64-linux-gnu/libm.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5_hl.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5.so;/usr/lib/aarch64-linux-gnu/libpthread.so;/usr/lib/aarch64-linux-gnu/libsz.so;/usr/lib/aarch64-linux-gnu/libz.so;/usr/lib/aarch64-linux-gnu/libdl.so;/usr/lib/aarch64-linux-gnu/libm.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5_hl.so;/usr/lib/aarch64-linux-gnu/hdf5/serial/lib/libhdf5.so;/usr/lib/aarch64-linux-gnu/libpthread.so;/usr/lib/aarch64-linux-gnu/libsz.so;/usr/lib/aarch64-linux-gnu/libz.so;/usr/lib/aarch64-linux-gnu/libdl.so;/usr/lib/aarch64-linux-gnu/libm.so;/usr/lib/aarch64-linux-gnu/liblmdb.so;/usr/lib/aarch64-linux-gnu/libleveldb.so;/usr/local/cuda/lib64/libcudart.so;/usr/local/cuda/lib64/libcurand.so;/usr/local/cuda/lib64/libcublas.so;/usr/lib/aarch64-linux-gnu/libcudnn.so;opencv_core;opencv_highgui;opencv_imgproc;opencv_imgcodecs;/usr/lib/liblapack.so;/usr/lib/libcblas.so;/usr/lib/libatlas.so;/usr/lib/aarch64-linux-gnu/libboost_python.so

This warning is for project developers. Use -Wno-dev to suppress it.

CMake Warning at src/caffe/CMakeLists.txt:23 (add_library):
Cannot generate a safe linker search path for target caffe because files in
some directories may conflict with libraries in implicit directories:

link library [libcudnn.so] in /usr/lib/aarch64-linux-gnu may be hidden by files in:
  /usr/local/cuda/lib64