jetson

Connection to NVIDIA Jetson hardware

Description

This object represents a connection from the MATLAB^® software to the NVIDIA^® Jetson hardware. To create this object, use the jetson function. To interact with the Jetson hardware, use this object with the functions listed in Object Functions.

Creation

jetson

Properties

BoardName — Board name

character vector

This property is read-only.

The name of the target Jetson board, returned as a character vector.

Example: 'NVIDIA Jetson TX2'

CUDAVersion — CUDA^® toolkit version

character vector

This property is read-only.

Version number of the CUDA toolkit installed on the Jetson board, returned as a character vector.

Example: '9.0'

cuDNNVersion — cuDNN library version

character vector

This property is read-only.

Version number of the CUDA Deep Neural Network library (cuDNN) installed on the Jetson board, returned as a character vector.

Example: '7.0'

DeviceAddress — IP address or host name

character vector

This property is read-only.

The IP address or host name of the Ethernet port on the Jetson board, returned as a character vector.

Example: '169.254.0.2''gpucoder-tx2-1'

GPUInfo — GPU information

struct

This property is read-only.

Additional information on the GPU of the Jetson board, returned as a 1-by-1 structure. To access this structure use objectName.GPUInfo. The structure contains the following fields:

Name	Description
Name	Name of the CUDA device.
Index	Index of the selected GPU device.
ComputeCapability	Computational capability of the CUDA device.
CUDADriverVersion	The CUDA device driver version on the board currently in use.
CUDAToolkitVersion	Version of the CUDA toolkit on the board.
MaxThreadsPerBlock	Maximum supported number of threads per block during CUDA kernel execution.
MaxSharedMemPerBlock	Maximum amount of shared memory that a thread block can use during CUDA kernel execution.
MaxThreadBlockSize	Maximum size in each dimension for thread block.
MaxGridSize	Maximum size of grid of thread blocks.
AvailableMemory	Total amount of memory (in bytes) available for data.
TotalConstMem	Total amount of constant memory (in bytes) available for data.
MultiprocessorCount	The number of vector processors present on the device.
TotalCUDACores	Total number of CUDA cores available on the target board.
MaxThreadsPerSM	Maximum number of threads per symmetric multiprocessor.

For example, a Jetson TX2 board has the following values:

hwJetson.GPUInfo

ans = 

  struct with fields:

                    Name: 'NVIDIA Tegra X2'
                   Index: 0
       ComputeCapability: 6.2000
       CUDADriverVersion: 9
      CUDAToolkitVersion: 9
      MaxThreadsPerBlock: 1024
    MaxSharedMemPerBlock: 49152
      MaxThreadBlockSize: [1024 1024 64]
             MaxGridSize: [2.1475e+09 65535 65535]
         AvailableMemory: 8.2358e+09
           TotalConstMem: 65536
     MultiprocessorCount: 2
          TotalCUDACores: 256
         MaxThreadsPerSM: 2048

GStreamerVersion — GStreamer library version

character vector

This property is read-only.

Version number of the GStreamer library installed on the Jetson board, returned as a character vector.

Example: '1.14.5'

Port — SSH port number

positive integer

This property is read-only.

The SSH port number on the Jetson board, returned as an integer.

Example: 22

SDLVersion — SDL library version

character vector

This property is read-only.

Version number of the SDL library installed on the Jetson board, returned as a character vector.

Example: '1.2'

TensorRTVersion — TensorRT library version

character vector

This property is read-only.

Version number of the NVIDIA TensorRT library installed on the Jetson board, returned as a character vector.

Example: '3.0'

V4L2Version — Video for Linux library version

character vector

This property is read-only.

Version number of the V4L2 library installed on the Jetson board, returned as a character vector.

Example: '1.14.2-1'

webcamlist — Available USB web cameras

cell array

This property is read-only.

A list of the USB web cameras that are available, returned as a cell array of strings.

Example: {'Microsoft(R) LifeCam Cinema (TM)'}

Object Functions

getFile	Transfer file from NVIDIA hardware to host computer
putFile	Transfer file from host computer to target hardware
deleteFile	Delete file on target hardware
openShell	Open terminal on host computer to use a Linux shell on NVIDIA hardware
system	Run commands in a Linux shell on the NVIDIA hardware
getL4TVersion	Get the L4T version of the NVIDIA Jetson hardware
getPdkorSdkVersion	Get the version number of the DriveWorks SDK installed on the DRIVE hardware
setupCodegenContext	Select the target hardware to build code for from multiple live connection objects
getCameraList	Get a list of available cameras on the NVIDIA hardware
webcam	Create webcam object to acquire images from an USB webcam attached to the NVIDIA hardware
updatePeripheralInfo	Scan for and update the list of peripherals connected to the target hardware
getLinuxVersion	Get information about the Linux environment on the target
imageDisplay	Create an imageDisplay object for displaying images on NVIDIA targets
getPILPort	Get the TCP/IP port number used by the PIL execution
getPILTimeout	Get the timeout value that PIL uses for reading data
setPILPort	Set the TCP/IP port number used by the PIL execution
setPILTimeout	Set the timeout value that PIL uses for reading data
killApplication	Kill an application on the NVIDIA target by name
killProcess	Kill a process on the NVIDIA target by ID
runApplication	Launch an application on the NVIDIA target by name
runExecutable	Launch an executable on the NVIDIA target by name
getDisplayEnvironment	Get the display environment value used for redirecting the display on the target
setDisplayEnvironment	Set the display environment value used for redirecting the display on the target

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      : 7.5
 TensorRT Version   : 5.1
 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: '192.168.1.15'
                Port: 22
           BoardName: 'NVIDIA Jetson TX2'
         CUDAVersion: '10.0'
        cuDNNVersion: '7.5'
     TensorRTVersion: '5.1'
          SDLVersion: '1.2'
         V4L2Version: '1.14.2-1'
    GStreamerVersion: '1.14.5'
             GPUInfo: [1×1 struct]
          WebcamList: {'Microsoft® LifeCam Cinema(TM)'}

The GPU Coder™ Support Package for NVIDIA GPUs 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 172.28.216.242
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 any other connections that use hwJetson.

clear hwJetson;