jetson

Create connection to NVIDIA Jetson hardware

Add-On Required: This feature requires the MATLAB Coder Support Package for NVIDIA Jetson and NVIDIA DRIVE Platforms add-on.

Syntax

obj = jetson

obj = jetson(deviceaddress,username,password)

Description

obj = jetson creates a connection, obj, from the MATLAB^® software to the NVIDIA^® Jetson™ hardware. Use this syntax to connect or reconnect to the same hardware. You do not need to supply the device address, user name, and password. The jetson object reuses these settings from the most recent successful connection to the Jetson hardware.

obj = jetson(deviceaddress,username,password) overrides the device address, user name, and password from the previous connection. Use this syntax to connect to hardware whose settings are different from the previous successful connection. The Jetson hardware has two default user names: 'nvidia' and 'ubuntu'. For 'nvidia', the default password is 'nvidia'. For 'ubuntu', the default password is 'ubuntu'. It is a good security practice to create a strong password after the first login. After changing the hardware password, or after connecting from the MATLAB software to a different piece of Jetson hardware, use this syntax.

After connecting to the hardware, you can use the obj object to interact with the Jetson hardware and attached peripherals such as a camera. To close the connection, use clear to remove obj and connections that use obj.

Examples

Connect to NVIDIA Hardware

This example shows you how to create a connection from the MATLAB software to the NVIDIA Jetson hardware. The Jetson hardware is connected to the same TCP/IP network as the host computer. This example uses the device address, user name, and password settings from the most recent successful connection to the Jetson hardware.

Create a connection, hwJetson, from the MATLAB software to NVIDIA Jetson hardware.

hwJetson = jetson

Checking for CUDA availability on the Target...
Checking for 'nvcc' in the target system path...
Checking for cuDNN library availability on the Target...
Checking for TensorRT library availability on the Target...
Checking for prerequisite libraries is complete.
Gathering hardware details...
Checking for third-party library availability on the Target...
Gathering hardware details is complete.
 Board name              : NVIDIA Jetson TX2
 CUDA Version            : 10.0
 cuDNN Version           : 7.6
 TensorRT Version        : 6.0
 GStreamer Version       : 1.14.5
 V4L2 Version            : 1.14.2-1
 SDL Version             : 1.2
 OpenCV Version          : 4.1.1
 Available Webcams       : Microsoft® LifeCam Cinema(TM)
 Available GPUs          : NVIDIA Tegra X2
 Available Digital Pins  : 7  11  12  13  15  16  18  19  21  22  23  24  29  31  32  33  35  36  37  38  40

hwJetson = 

  jetson with properties:

           DeviceAddress: 'jetson-board-name'
                    Port: 22
               BoardName: 'NVIDIA Jetson TX2'
             CUDAVersion: '10.0'
            cuDNNVersion: '7.6'
         TensorRTVersion: '6.0'
              SDLVersion: '1.2'
             V4L2Version: '1.14.2-1'
        GStreamerVersion: '1.14.5'
           OpenCVVersion: '4.1.1'
                 GPUInfo: [1×1 struct]
              WebcamList: {'Microsoft® LifeCam Cinema(TM)'}
    AvailableDigitalPins: [7 11 12 13 15 16 18 19 21 22 23 24 29 31 32 33 35 36 37 38 40]

The MATLAB Coder™ Support Package for NVIDIA Jetson and NVIDIA DRIVE^® Platforms establishes an SSH connection to the Jetson hardware using the settings stored in memory. It checks for the CUDA^® toolkit, cuDNN, and TensorRT libraries on the target hardware and displays this information on the MATLAB Command Window. To set up the environment variables on the board for the compiler and the libraries, see Install and Setup Prerequisites for NVIDIA Boards.

To get the L4T software version on the Jetson board, use the getL4TVersion method of the jetson connection object.

getL4TVersion(hwJetson);

Jetson L4T version is: L4T R28.2.0.

To start a PuTTY SSH terminal session on the Jetson board, use the openShell method of the jetson connection object.

openShell(hwJetson);

Using username "ubuntu".
Welcome to Ubuntu 16.04.5 LTS (GNU/Linux 4.4.38-tegra aarch64)

 * Documentation:  https://help.ubuntu.com
 * Management:     https://landscape.canonical.com
 * Support:        https://ubuntu.com/advantage

30 packages can be updated.
0 updates are security updates.

Last login: Sat Aug 11 19:38:08 2018 from 169.20.200.242
ubuntu@tegra-ubuntu:~$ ls
Desktop    gpucoderTX2       Music     remoteBuildDir  Videos
Documents  jetson_clocks.sh  Pictures  tegrastats      weston.ini
Downloads  MATLAB            Public    Templates
ubuntu@tegra-ubuntu:~$

After logging into the Linux^® shell, you execute shell commands such as ls as shown.

To close the connection, use clear to remove hwJetson and connections that use hwJetson.

clear hwJetson;

Connect to Hardware That Has Different Settings

This example shows you how to create a connection from the MATLAB software to the NVIDIA Jetson hardware that has different device address, user name, and password settings from the previous successful connection.

Create a connection, hwJetson, from the MATLAB software to NVIDIA Jetson hardware.

hwJetson = jetson('169.254.0.2','nvidia','nvidia');

Checking for CUDA availability on the Target...
Checking for 'nvcc' in the target system path...
Checking for cuDNN library availability on the Target...
Checking for TensorRT library availability on the Target...
Checking for prerequisite libraries is complete.
Gathering hardware details...
Checking for third-party library availability on the Target...
Gathering hardware details is complete.
 Board name         : NVIDIA Jetson TX2
 CUDA Version       : 9.0
 cuDNN Version      : 7.0
 TensorRT Version   : 3.0
 GStreamer Version  : 1.14.5
 V4L2 Version       : 1.14.2-1
 SDL Version        : 1.2
 Available Webcams  : Microsoft® LifeCam Cinema(TM)
 Available GPUs     : NVIDIA Tegra X2

hwJetson = 

  jetson with properties:

       DeviceAddress: '169.254.0.2'
                Port: 22
           BoardName: 'NVIDIA Jetson TX2'
         CUDAVersion: '9.0'
        cuDNNVersion: '7.0'
     TensorRTVersion: '3.0'
          SDLVersion: '1.2'
         V4L2Version: '1.14.2-1'
    GStreamerVersion: '1.14.5'
             GPUInfo: [1×1 struct]
          WebcamList: {'Microsoft® LifeCam Cinema(TM)'}

Input Arguments

deviceaddress — IP address or host name of hardware

character vector | string

IP address or host name of the hardware, specified as a character vector or string.

To use the host name, you must connect an Ethernet cable to the Ethernet port of the board. Use Linux commands to configure the hardware IP address and associate the host name with the IP address.

Example: '169.254.0.2'

Example: 'jetson-board-name'

username — Linux user name

character vector | string

Linux user name, specified as a character vector or string.

Example: 'ubuntu'

password — Linux user password

password

Password associated with the Linux user name, specified as a character vector or string.

Example: 'ubuntu'

Output Arguments

obj — Connection to specific hardware

jetson object

A connection from the MATLAB software to the Jetson hardware, returned as a jetson object.

Version History

Introduced in R2018b