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JetsonXavierのセットアップ(JetPackのインストール ~ TANGパッケージビルド) #197

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ShunjiHashimoto opened this issue Aug 24, 2022 · 38 comments
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@ShunjiHashimoto
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@ShunjiHashimoto ShunjiHashimoto created this issue from a note in TANG制作 (環境構築) Aug 24, 2022
@ShunjiHashimoto
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ShunjiHashimoto commented Aug 24, 2022

@ShunjiHashimoto
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ShunjiHashimoto commented Aug 24, 2022

上記のリンクからsdk-managerをubuntu18.04のホストPCにダウンロード
起動するときはnvidiaのアカウント登録またはログインが必要
Screenshot from 2022-08-24 17-20-13

@ShunjiHashimoto
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http://www1.meijo-u.ac.jp/~kohara/cms/technicalreport/nvidia-agx-xavier-setup
ダウンロードしたファイルは/Downloadsにあるものとする.
ヘッダピンの隣にあるUSB-Cのコネクタに,USBケーブルをさし,相手側をホストPCに接続し,基板上のボタンの真ん中のボタンを押しながら,右側のボタンを押すとリカバリモードで起動する.
ホストPCにおいて,事前に下記のモジュールをインストールする.

@ShunjiHashimoto
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ShunjiHashimoto commented Aug 24, 2022

最初はホストPCをノートPCでやろうとしたが、メモリ不足かなんかで警告が出たため、デスクトップPCで行った。
また、最初はJetsonを通常起動でやったが、Jetsonを認識してくれなかったが、
リカバリーモードだとJetsonを認識してくれた
Screenshot from 2022-08-24 17-03-34

@ShunjiHashimoto
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@ShunjiHashimoto
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STEP2ではとりあえず全部にチェックを入れてインストールを開始した。
Screenshot from 2022-08-24 17-21-10
すると、Connection refused connecting via SSHみたいな警告が出る。
この場合、参考サイトの通り、Skipをする。

@ShunjiHashimoto
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Screenshot from 2022-08-24 18-38-02
そうすると、画像の通り、一部はインストールができていないが、そのほかはOKとなる

@ShunjiHashimoto
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このとき、Jetsonは通常起動で起動していた。
これをやっている最中にディスプレイにUbuntuの初期画面が表示されUbuntu20.04が起動された。
なので、このInstallが終わって数分はブチ切りしないように注意。
そして、再起動後は、上記のInstall手順をもう一度繰り返す。

@ShunjiHashimoto
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Screenshot from 2022-08-24 18-58-12
今度はJetson Linuxのチェックを外して、installしないようにして、その他は☑を入れる。
すると、またインストールが始まる。時間がかかるがしばらく待ってたらOK.
以上。

@ShunjiHashimoto
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WiFiはドングル付けてる。

@ShunjiHashimoto
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WiFiの設定はこちらの通り。
https://tiryoh.hateblo.jp/entry/2020/12/28/130738

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@ShunjiHashimoto
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#64
日本語入力

@ShunjiHashimoto
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#56
tangパッケージのビルド

@ShunjiHashimoto
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ホストname変更
https://qiita.com/inoko/items/6bb681fffcbb873b16a3

@ShunjiHashimoto
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何をしたか?

TANGパッケージのReadMeに沿ってビルドする
実行コマンド

hashimoto@xavier:~/catkin_ws/src$ catkin build

参考URL

エラー文

hashimoto@xavier:~/catkin_ws/src$ catkin build
--------------------------------------------------------------
Profile:                     default
Extending:             [env] /opt/ros/melodic
Workspace:                   /home/hashimoto/catkin_ws
--------------------------------------------------------------
Build Space:        [exists] /home/hashimoto/catkin_ws/build
Devel Space:        [exists] /home/hashimoto/catkin_ws/devel
Install Space:      [unused] /home/hashimoto/catkin_ws/install
Log Space:          [exists] /home/hashimoto/catkin_ws/logs
Source Space:       [exists] /home/hashimoto/catkin_ws/src
DESTDIR:            [unused] None
--------------------------------------------------------------
Devel Space Layout:          linked
Install Space Layout:        None
--------------------------------------------------------------
Additional CMake Args:       None
Additional Make Args:        None
Additional catkin Make Args: None
Internal Make Job Server:    True
Cache Job Environments:      False
--------------------------------------------------------------
Whitelisted Packages:        None
Blacklisted Packages:        None
--------------------------------------------------------------
Workspace configuration appears valid.
--------------------------------------------------------------
[build] Found '4' packages in 0.0 seconds.                                     
[build] Updating package table.                                                
Starting  >>> tang_bringup                                                     
Starting  >>> tang_detection                                                   
Starting  >>> tang_msgs                                                        
Starting  >>> tang_teleop                                                      
_______________________________________________________________________________
Errors     << tang_detection:cmake /home/hashimoto/catkin_ws/logs/tang_detection/build.cmake.000.log
CMake Error at /opt/ros/melodic/share/cv_bridge/cmake/cv_bridgeConfig.cmake:113 (message):
  Project 'cv_bridge' specifies '/usr/include/opencv' as an include dir,
  which is not found.  It does neither exist as an absolute directory nor in
  '${{prefix}}//usr/include/opencv'.  Check the issue tracker
  'https://github.com/ros-perception/vision_opencv/issues' and consider
  creating a ticket if the problem has not been reported yet.
Call Stack (most recent call first):
  /opt/ros/melodic/share/catkin/cmake/catkinConfig.cmake:76 (find_package)
  CMakeLists.txt:10 (find_package)


cd /home/hashimoto/catkin_ws/build/tang_detection; catkin build --get-env tang_detection | catkin env -si  /usr/bin/cmake /home/hashimoto/catkin_ws/src/tang/tang_detection --no-warn-unused-cli -DCATKIN_DEVEL_PREFIX=/home/hashimoto/catkin_ws/devel/.private/tang_detection -DCMAKE_INSTALL_PREFIX=/home/hashimoto/catkin_ws/install; cd -
...............................................................................
Failed     << tang_detection:cmake          [ Exited with code 1 ]             
Failed    <<< tang_detection                [ 10.4 seconds ]                   
_______________________________________________________________________________
Warnings   << tang_teleop:cmake /home/hashimoto/catkin_ws/logs/tang_teleop/build.cmake.000.log
CMake Warning at /opt/ros/melodic/share/catkin/cmake/catkin_package.cmake:166 (message):
  catkin_package() DEPENDS on 'system_lib' but neither
  'system_lib_INCLUDE_DIRS' nor 'system_lib_LIBRARIES' is defined.
Call Stack (most recent call first):
  /opt/ros/melodic/share/catkin/cmake/catkin_package.cmake:102 (_catkin_package)
  CMakeLists.txt:25 (catkin_package)


cd /home/hashimoto/catkin_ws/build/tang_teleop; catkin build --get-env tang_teleop | catkin env -si  /usr/bin/cmake /home/hashimoto/catkin_ws/src/tang/tang_teleop --no-warn-unused-cli -DCATKIN_DEVEL_PREFIX=/home/hashimoto/catkin_ws/devel/.private/tang_teleop -DCMAKE_INSTALL_PREFIX=/home/hashimoto/catkin_ws/install; cd -
...............................................................................
Finished  <<< tang_teleop                   [ 12.2 seconds ]                   
_______________________________________________________________________________
Warnings   << tang_bringup:cmake /home/hashimoto/catkin_ws/logs/tang_bringup/build.cmake.000.log
CMake Warning at /home/hashimoto/catkin_ws/build/tang_bringup/cmake/tang_bringup-genmsg.cmake:3 (message):
  Invoking generate_messages() without having added any message or service
  file before.

  You should either add add_message_files() and/or add_service_files() calls
  or remove the invocation of generate_messages().
Call Stack (most recent call first):
  /opt/ros/melodic/share/genmsg/cmake/genmsg-extras.cmake:307 (include)
  CMakeLists.txt:15 (generate_messages)


CMake Warning at /opt/ros/melodic/share/catkin/cmake/catkin_package.cmake:166 (message):
  catkin_package() DEPENDS on 'system_lib' but neither
  'system_lib_INCLUDE_DIRS' nor 'system_lib_LIBRARIES' is defined.
Call Stack (most recent call first):
  /opt/ros/melodic/share/catkin/cmake/catkin_package.cmake:102 (_catkin_package)
  CMakeLists.txt:20 (catkin_package)


cd /home/hashimoto/catkin_ws/build/tang_bringup; catkin build --get-env tang_bringup | catkin env -si  /usr/bin/cmake /home/hashimoto/catkin_ws/src/tang/tang_bringup --no-warn-unused-cli -DCATKIN_DEVEL_PREFIX=/home/hashimoto/catkin_ws/devel/.private/tang_bringup -DCMAKE_INSTALL_PREFIX=/home/hashimoto/catkin_ws/install; cd -
...............................................................................
Finished  <<< tang_msgs                     [ 17.6 seconds ]                   
Finished  <<< tang_bringup                  [ 17.6 seconds ]                                                                                                                                               
[build] Summary: 3 of 4 packages succeeded.                                                                                                                                                                
[build]   Ignored:   None.                                                                                                                                                                                 
[build]   Warnings:  2 packages succeeded with warnings.                                                                                                                                                   
[build]   Abandoned: None.                                                                                                                                                                                 
[build]   Failed:    1 packages failed.                                                                                                                                                                    
[build] Runtime: 18.8 seconds total.                                                                                                                                                                       
[build] Note: Workspace packages have changed, please re-source setup files to use them.

解決策

opencvのversionをcv4と明示するとビルドが通った
https://jstar0525.tistory.com/118
ros-perception/vision_opencv#345

@ShunjiHashimoto ShunjiHashimoto changed the title JetsonXavierのセットアップ JetsonXavierのセットアップ(JetPackのインストール ~ TANGパッケージビルド) Sep 24, 2022
@ShunjiHashimoto
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#31
realsenseセットアップ方法

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hashimoto@ubuntu:~$ df -h
Filesystem      Size  Used Avail Use% Mounted on
/dev/mmcblk0p1   28G  5.3G   21G  21% /
none            7.4G     0  7.4G   0% /dev
tmpfs           7.8G   93M  7.7G   2% /dev/shm
tmpfs           7.8G   30M  7.7G   1% /run
tmpfs           5.0M  4.0K  5.0M   1% /run/lock
tmpfs           7.8G     0  7.8G   0% /sys/fs/cgroup
tmpfs           1.6G   12K  1.6G   1% /run/user/120
tmpfs           1.6G  148K  1.6G   1% /run/user/1000

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ShunjiHashimoto commented Sep 24, 2022

scipy 1.5.4 need but cant
https://forums.developer.nvidia.com/t/unable-to-install-scipy-on-jetson-tx2/78568/2
from scipy.spatial.transform import Rotation wo yaritai

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ShunjiHashimoto commented Sep 24, 2022

jetsonとかのarm系はexport ~をしないといけない
https://qiita.com/Nabeshin/items/da65eaa8c7feb66ad84c

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ShunjiHashimoto commented Sep 24, 2022

jetson nanoのbashrc

#以下を追記する
export PATH=/usr/local/cuda/bin:${PATH}
export LD_LIBRARY_PATH=/usr/local/cuda/lib64:${LD_LIBRARY_PATH}
export PYTHONPATH=$PYTHONPATH:/usr/local/lib/python3.6/pyrealsense2

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ShunjiHashimoto commented Sep 24, 2022

jetson nanoの環境

hashimoto@jetson:/usr/local/lib/python3.6/dist-packages$ pip3 --version
pip 21.3.1 from /usr/local/lib/python3.6/dist-packages/pip (python 3.6)
hashimoto@jetson:/usr/local/lib/python3.6/dist-packages$ pip --version
pip 21.3.1 from /usr/local/lib/python3.6/dist-packages/pip (python 3.6)
>>> numpy.__version__
'1.16.1'

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ShunjiHashimoto commented Sep 24, 2022

ubuntu@ubuntu:/usr/local/lib/python3.6$ history
    1  import scipy
    2  python3
    3  ls
    4  sudo apt-get update
    5  ls
    6  sudo apt-get install python3-scipy
    7  sudo apt-get remove python3-scipy 
    8  sudo apt-get install python3-scipy
    9  python3
   10  sudo apt-get remove python3-scipy 
   11  sudo apt-get upgrade
   12  sudo apt-get install python3-scipy
   13  python3
   14  sudo apt-get remove python3-scipy 
   15  sudo apt autoremove
   16  python3
   17  sudo apt-get install python3-pip
   18  sudo pytho3 -m pip install scipy
   19  sudo python3 -m pip install scipy
   20  python3
   21  sudo python3 -m pip uninstall scipy
   22  sudo apt-get install python3-pip
   23  sudo apt-get remove python3-scipy 
   24  python -c "import scipy; print scipy.version.full_version"
   25  sudo python3 -m pip install scipy
   26  sudo apt-get install liblapack-dev
   27  sudo python3 -m pip install scipy
   28  sudo apt install -y gfortran
   29  sudo python3 -m pip install scipy
   30  python3
   31  sudo pip3 install scipy==
   32  python3
   33  sudo python3 -m pip install scipy==1.5.4
   34  python3 -m pip install scipy==1.5.4
   35  sudo apt-get install python3-scipy
   36  cd 
   37  sudo apt-get upgrade
   38  sudo apt-get update
   39  sudo apt-get upgrade
   40  sudo apt-get uninstall python3-scipy
   41  sudo apt-get remove python3-scipy
   42  sudo apt-get install python3-scipy=1.5.4
   43  sudo apt-get remove python3-scipy
   44  pip install 'https://github.com/jetson-nano-wheels/python3.6-numpy-1.19.4/releases/download/v0.0.1/numpy-1.19.4-cp36-cp36m-linux_aarch64.whl'
   45  sudo apt-get install python3-pip 
   46  pip install 'https://github.com/jetson-nano-wheels/python3.6-numpy-1.19.4/releases/download/v0.0.1/numpy-1.19.4-cp36-cp36m-linux_aarch64.whl'
   47  pip3 install 'https://github.com/jetson-nano-wheels/python3.6-numpy-1.19.4/releases/download/v0.0.1/numpy-1.19.4-cp36-cp36m-linux_aarch64.whl'
   48  pip install 'https://github.com/jetson-nano-wheels/python3.6-scipy-1.5.4/releases/download/v0.0.1/scipy-1.5.4-cp36-cp36m-linux_aarch64.whl'
   49  pip3 install 'https://github.com/jetson-nano-wheels/python3.6-scipy-1.5.4/releases/download/v0.0.1/scipy-1.5.4-cp36-cp36m-linux_aarch64.whl'
   50  python3 
   51  python3
   52  pip3 uninstall numpy
   53  pip3 uninstall scipy
   54  curl -kL https://bootstrap.pypa.io/get-pip.py | python
   55  sudo apt-get install curl
   56  curl -kL https://bootstrap.pypa.io/get-pip.py | python
   57  pip 
   58  pip3
   59  cd /home/ubuntu/.cache/pip/wheels/
   60  ls
   61  cd d3/
   62  ls
   63  cd a3/
   64  ls
   65  sudo /usr/sbin/nvpmodel -d cool
   66  sudo pip install scipy
   67  sudo apt-get install python-pip
   68  pip install 'https://github.com/jetson-nano-wheels/python3.6-numpy-1.19.4/releases/download/v0.0.1/numpy-1.19.4-cp36-cp36m-linux_aarch64.whl'
   69  pip install 'https://github.com/jetson-nano-wheels/python3.6-scipy-1.5.4/releases/download/v0.0.1/scipy-1.5.4-cp36-cp36m-linux_aarch64.whl'
   70  pip install 'https://github.com/jetson-nano-wheels/python3.6-numpy-1.19.4/releases/download/v0.0.1/numpy-1.19.4-cp36-cp36m-linux_aarch64.whl'
   71  sudo apt-get install python3-pip
   72  pip install 'https://github.com/jetson-nano-wheels/python3.6-numpy-1.19.4/releases/download/v0.0.1/numpy-1.19.4-cp36-cp36m-linux_aarch64.whl'
   73  sudo pip3 install --upgrade scipy
   74  sudo apt-get install libatlas-base-dev gfortran
   75  sudo pip3 install scipy
   76  sudo apt-get install scipy=1.5.4
   77  sudo apt-get install python-scipy=1.5.4
   78  sudo apt-get install python3-scipy=1.5.4
   79  sudo apt-get install python3-scipy
   80  cd /usr/bin/python3
   81  cd /usr/bin/
   82  ls
   83  ls |grep python
   84  cat python3-config 
   85  cat python3-config |grep scipy
   86  cat python3.6-config |grep scipy
   87  ls
   88  cat python3.6 |grep scipy
   89  pip3 install -U scipy
   90  pip install -U pip 
   91  何をしたか?
   92  実行コマンド
   93  $ python3 ekf.py 
   94  参考URL
   95  エラー文
   96  Traceback (most recent call last):
   97  ModuleNotFoundError: No module named 'scipy'
   98  解決策
   99  pipを更新してからscipy
  100  pip install -U pip 
  101  pip install scipy
  102  pip3 install -U pip 
  103  pip3 install -U pip3 
  104  pip3 install scipy
  105  pip3 install scipy==1.5.4
  106  cd
  107  python3 
  108  pip3 uninstall scipy==1.5.4
  109  pip3 uninstall scipy
  110  sudo pip3 uninstall scipy
  111  pip3 uninstall scipy
  112  pip3 install scipy==1.5.4
  113  python3 
  114  pip3 install scipy==1.9.1
  115  python3.6 -m pip install scipy
  116  cd ./.local/lib/python3.6/
  117  ls
  118  cd site-packages/
  119  ls
  120  cd scipy
  121  ls
  122  export PYTHONPATH=/home/ubuntu/.local/lib/python3.6/
  123  python3
  124  export OPENBLAS_CORETYPE=ARMV8
  125  python3
  126  python3.6 -m pip install scipy
  127  python3
  128  pip3 install --upgrade numpy
  129  pip install --upgrade numpy
  130  pip3 install --upgrade numpy
  131  export PYTHONPATH=/home/ubuntu/.local/lib/python3.6/site-packages/
  132  python3
  133  export PYTHONPATH=/home/ubuntu/.local/lib/python3.6/site-packages/*
  134  python3
  135  pip3 install numpy -U
  136  ls
  137  cd ..
  138  ls
  139  cd scipy-1.5.4.dist-info/
  140  ls
  141  python3
  142  pip3 install numpy -U
  143  pip3 install scipy -U
  144  pip3 --version
  145  pip --version
  146  python3 numpy
  147  python3
  148  vim .bashrc 
  149  source ~/.bashrc
  150  python3
  151  python3.6 -m pip uninstall scipy
  152  python3.6 -m pip uninstall numpy
  153  sudo python3.6 -m pip uninstall numpy
  154  python3.6 -m pip install numpy==1.16.1
  155  sudo apt-get remove python3-numpy 
  156  python3 
  157  sudo apt-get remove python3-numpy 
  158  sudo apt-get remove python3-scipy 
  159  sudo apt-get remove python3-scipy
  160  pip3 install numpy -U
  161  sudo python3.6 -m pip uninstall numpy
  162  cd /usr/local/lib/python3.6/
  163  ls
  164  cd dist-packages/
  165  ls
  166  cd ..
  167  sudo apt list
  168  sudo apt list |grep scipy
  169  sudo dpkg -L python3-scipy
  170  export OPENBLAS_CORETYPE=ARMV8
  171  python3 
  173  pip3 install scipy==1.5.4
  174  python3 
  175  export OPENBLAS_CORETYPE=ARMV8
  176  python3
  177  vim .bashrc
  178  sudo apt-get remove python3-numpy 
  179  apt-get remove python3-numpy
  180  sudo dpkg -L python3-scipy
  181  history

なぜかなおった

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これやればjetson+scipyをインストールできるのかな?確信はない。

sudo apt-get remove python3-numpy 
sudo apt-get remove python3-scipy
pip3 install scipy==1.5.4
export OPENBLAS_CORETYPE=ARMV8

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jetson-inference
https://github.com/dusty-nv/jetson-inference/blob/master/docs/building-repo-2.md

ubuntu@xavier:~/jetson-inference/build$ cmake ../
 
Note:  this project uses git submodules in the source tree.
       if you haven't already, run the following command from
       the project's root directory:
 
           git submodule update --init


-- distro ID:       Ubuntu
-- distro version:  18.04
-- distro codename: bionic
-- using patched FindCUDA.cmake
CUDA_TOOLKIT_ROOT_DIR not found or specified
-- Could NOT find CUDA (missing: CUDA_TOOLKIT_ROOT_DIR CUDA_NVCC_EXECUTABLE CUDA_INCLUDE_DIRS CUDA_CUDART_LIBRARY) 
-- CUDA version: 
-- CUDA  detected (aarch64), enabling SM_53 SM_62
CMake Warning at CMakeLists.txt:89 (find_package):
  By not providing "FindOpenCV.cmake" in CMAKE_MODULE_PATH this project has
  asked CMake to find a package configuration file provided by "OpenCV", but
  CMake did not find one.

  Could not find a package configuration file provided by "OpenCV" with any
  of the following names:

    OpenCVConfig.cmake
    opencv-config.cmake

最初にビルドしようとしたらopencvがないやら、なんやらで色々と怒られた。
検索して
dusty-nv/jetson-inference#758 (comment)
jetpackを入れろということなので入れたら行けた。
sdk managerで入れたねんけど、名瀬だろう

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ubuntu@xavier:~$ df -h
Filesystem      Size  Used Avail Use% Mounted on
/dev/mmcblk0p1   28G   17G  9.5G  64% /
none            7.4G     0  7.4G   0% /dev
tmpfs           7.8G  154M  7.6G   2% /dev/shm
tmpfs           7.8G   30M  7.7G   1% /run
tmpfs           5.0M  4.0K  5.0M   1% /run/lock
tmpfs           7.8G     0  7.8G   0% /sys/fs/cgroup
tmpfs           1.6G   12K  1.6G   1% /run/user/120
tmpfs           1.6G  108K  1.6G   1% /run/user/1000

残り10GB

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librealsense install あと

ubuntu@xavier:~/librealsense/build$ df -h
Filesystem      Size  Used Avail Use% Mounted on
/dev/mmcblk0p1   28G   21G  5.3G  80% /
none            7.4G     0  7.4G   0% /dev
tmpfs           7.8G  224M  7.6G   3% /dev/shm
tmpfs           7.8G   55M  7.7G   1% /run
tmpfs           5.0M  4.0K  5.0M   1% /run/lock
tmpfs           7.8G     0  7.8G   0% /sys/fs/cgroup
tmpfs           1.6G   12K  1.6G   1% /run/user/120
tmpfs           1.6G  132K  1.6G   1% /run/user/1000

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#206
無事pyrealsenseが動いた。!

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gpioの設定方法はこちら
#207

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あとはIMUセンサの動作確認、UART表示すれば動くかな

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ShunjiHashimoto commented Sep 30, 2022

一通り動作確認したらハードの設計やらros2移行などを考えたい

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LEDディスプレイのセットアップはこちら
#102

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xavierでsshする方法
↓xavier側でインストール

sudo apt-get update
sudo apt upgrade
sudo apt install avahi-daemon 

↓外部PCで

ssh hashimoto@xavier.local

@ShunjiHashimoto
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USBデバイスに権限を与える
#209

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ShunjiHashimoto commented Oct 1, 2022

自動起動スクリプト
#200

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ipアドレスの固定
#211

@ShunjiHashimoto
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Ubuntuのユーザ名を変更する
#121

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