About this site
This is the official Wiki for embedded Tegra & the Jetson TK1 board, maintained by both the community and NVIDIA.
The other embedded Tegra community sites with official NVIDIA support are:
- The forum for discussing embedded Tegra & Jetson TK1 issues with the community & NVIDIA.
- The blog to stay updated with the latest news & plans for embedded Tegra & Jetson TK1 from NVIDIA. The blog on Google+ is also linked to from Twitter and LinkedIn. Or if you want to be emailed with these anouncements then send an email to TODO.
About Tegra K1
Tegra K1 is the world's first chip to have the same advanced features & architecture as a modern desktop GPU while still using the low power draw of a mobile chip! The Jetson TK1 board therefore allows embedded devices to use the exact same CUDA code that would also run on a desktop GPU (used by over 100,000 developers), with similar levels of GPU-accelerated performance as a desktop!
About Jetson TK1
Jetson TK1 is NVIDIA's embedded Linux development platform featuring a Tegra K1 SOC (CPU+GPU+ISP in a single chip), selling for $192 USD ($1 per CUDA core!). Jetson TK1 comes pre-installed with Linux4Tegra OS (basically Ubuntu 14.04 with pre-configured drivers). There is also some official support for running other distributions using the mainline kernel, discussed further in the Distributions and Mainline kernel sections below.
Besides the quad-core 2.3GHz ARM Cortex-A15 CPU and the revolutionary Tegra K1 GPU, the Jetson TK1 board includes similar features as a Raspberry Pi but also some PC-oriented features such as SATA, mini-PCIe and a fan to allow continuous operation under heavy workloads:
- Dimensions: 5" x 5" (127mm x 127mm) board
- Tegra K1 SOC (CPU+GPU+ISP in a single chip, with typical power consumption of roughly 5W):
- DRAM: 2GB DDR3L 933MHz x16 using 64-bit data width
- Storage: 16GB fast eMMC 4.51
- ROM: 4MB SPI boot flash
- mini-PCIe: a half-height single-lane PEX slot (such as for 802.11ac 5GHz Gigabit Wifi + Bluetooth BLE, 802.11n Wifi + Bluetooth combo, 128GB SSD, 3G Modem + GPS combo, SATA RAID, USB3.0, Dual Gigabit LAN, 4 x RS232 serial ports, or FireWire or Analog video capture cards)
- SD/MMC card: a full-size slot
- USB 3.0: a full-size Type-A female socket
- USB 2.0: a micro-AB socket (a micro-B to female Type-A adapter is included to use this as a second full-size USB port)
- HDMI: a full-size port
- RS232: a full-size DB9 serial port
- Audio: a ALC5639 Realtek HD Audio codec with Mic in and Line out jacks
- Ethernet: a RTL8111GS Realtek 10/100/1000Base-T Gigabit LAN port
- SATA: a full-size port that supports 2.5" and 3.5" disks, but is not hot-pluggable. (Turn off the power before plugging in disk drives)
- JTAG: a 2x10-pin port for debugging
- Power: a 12V DC barrel power jack, plus a 4-pin PC IDE power connector
- Fan: a 12V 1.3W fan-heatsink (to allow running long durations inside an enclosure)
The following signals are available through the 125-pin expansion port:
- Camera ports: 2 fast CSI camera ports (one 4-lane and one 1-lane)
- LCD port: LVDS / eDP Display Panel
- Touchscreen ports: Touch SPI 1x4 + 1x1 CSI-2
- I2C: 3 ports
- GPIO: 7 x GPIO pins (1.8V). Camera CSI pins can be used for extra GPIO if you don't use both cameras.
Hardware-acceleration APIs supported:
- CUDA 6.0 (SM3.2, roughly the same as desktop SM3.5)
- OpenGL 4.4
- OpenGL ES 3.1
- OpenCV4Tegra (NEON & GLSL & quad-core optimizations)
Where can I get one and for how much?
- Jetson TK1 became publicly available from TODO, and is currently available at the NVIDIA store, and also within USA at Newegg and Micro Center and Europe at Zotac.
- Jetson TK1 costs $192 USD (ie: $1 per CUDA core!).
- It includes a power supply (with a detachable US mains cord), a USB micro-B cable for connecting it to a PC, and a USB micro-B to female USB-A adapter allowing you to have 2 regular USB ports.
Basic setup steps to access the board and access internet
Whether you want to sew your embedded Tegra into a backpack or put it in a robot or simply use it as an ultra powerful media center, the first thing you should do with a new Jetson TK1 board is attach it to a HDMI monitor & keyboard & mouse to make sure it works and get familiar with it for a few minutes. The device can be accessed in 2 possible ways, depending on whether you want to plug a keyboard & mouse & monitor directly into the Jetson TK1 board or you want to plug an Ethernet cable between your device and a PC or laptop or router and access it through a network:
Direct access to a Jetson board using its own keyboard & mouse & monitor
The Jetson TK1 Quick Start Guide (included as a booklet with your Jetson TK1) shows how to use the Jetson TK1 board as a mini standalone computer. Basically, you plug in a HDMI monitor or TV, plug a keyboard into the USB3.0 port, plug a mouse into the included micro-B to female USB adapter and plug that into the micro-B USB2.0 port on the board. Then plug the 12V power supply in, press the small POWER button, then watch it boot up into Linux4Tegra (Ubuntu 14.04 with some drivers pre-configured). When it asks for the password for user "ubuntu", just type "ubuntu" to log in. If you have an Ethernet router then simply plug an Ethernet cable from the board into your router (or plug in a USB Wifi dongle) to have internet access, and you are ready.
To access the board remotely through a local network from a PC or laptop, follow the Remote Access instructions so you can control the device from the keyboard & mouse & monitor on your PC or laptop and share your desktop's Wifi or Ethernet internet access to the attached device.
Recommended first steps now that your board has internet access
Open a command-line terminal to perform some initial operations. If you are using the Jetson TK1's graphical environment then click on the top-left icon in Ubuntu Unity and type "terminal" to open a command shell, or if you have remote access to the device through a network then open an SSH command shell into your device from your desktop such as by running "ssh ubuntu@tegra-ubuntu". Now you are ready for initial configuration.
Add the Universe package repositories, since you will often need packages from Universe for code development:
sudo apt-add-repository universe sudo apt-get update
If you will use the shell command-line a lot
Install "bash-completion" (it allows you to hit the "Tab" key to auto-complete your shell commands) and "command-not-found" (it shows which package you probably need to install if you run an unavailable command). These 2 tools are extremely useful when using the commandline, but were not installed by default in Ubuntu 14.04. Simply run this:
sudo apt-get install bash-completion command-not-found exit
Note: now you need to log back in for it to start using bash-completion and command-not-found.
You probably should also change the shell prompt (by adjusting "PS1" in the ".bashrc" file in your home directory) to be more useful, such as getting the shell prompt to have a different color than regular commands, and make it obvious if a command returned with an error. There are thousands of custom .bashrc configurations on the web, including Shervin's that provides a different colored shell prompt depending on whether a command was succesful or returned an error.
If you will use the graphical environment (Unity) a lot
You might want to try some suggestions at "http://itsfoss.com/things-to-do-after-installing-ubuntu-14-04/" or similar, such as to turn off the desktop shopping suggestions that are enabled by default in Ubuntu 14.04 (despite the spyware concerns discussed by huge numbers of people) by running this:
gsettings set com.canonical.Unity.Lenses disabled-scopes "['more_suggestions-amazon.scope', \ 'more_suggestions-u1ms.scope', 'more_suggestions-populartracks.scope', 'music-musicstore.scope', \ 'more_suggestions-ebay.scope', 'more_suggestions-ubuntushop.scope', 'more_suggestions-skimlinks.scope']"
Tutorials for developing with Jetson TK1
The following are tutorial projects for hardware and/or software development. Since Jetson TK1 is significantly faster than other dev boards, it allows more complex projects than what other dev boards can allow, thus some of these tutorials may be quite long. If you have something useful to contribute about Jetson TK1 or embedded Tegra then please do so.
|Tutorial||Description||Programming Difficulty||Electronics Difficulty|
|Hello World||Create a simple program that prints "Hello World!", first by compiling directly on your device and then by cross-compiling from a PC||#|
|CUDA||Install CUDA then build & run some CUDA sample projects||#|
|OpenCV||Install OpenCV then grab camera frames or build & run some OpenCV samples||#|
|Full Body Detection||Shows how to perform full body detection (something that even desktop CPUs are too slow for!) from a webcam and display the face, using OpenCV||#|
|GPIO Input & Output||Control an LED or motor and read an input switch using GPIO||#||#|
|Vision-controlled GPIO||Turn on an LED whenever a face is detected from your camera||#||#|
|Battery Power||Power your Jetson TK1 from a battery pack||#|
|Automatic Pan Tilt||Build an autonomous pan-tilt face tracking camera, that tracks faces as they move around||#||#|
|Optical Flow Motion||Generate the optical flow motion vectors to see how things are moving||##|
|Video Stabilization||Real-time video stabilization such as for a robot's onboard camera||##|
|Connect To Arduino||Connect an Arduino board to a Jetson TK1 board, with communication between then||##||##|
|Follower Robot||Get a wheeled robot to drive towards the nearest person||##||##|
|Walking Follower Robot||Get a 2-legged robot to walk towards the nearest person||###||##|
Demos of Jetson TK1 projects
The following are descriptions, photos and/or videos of Jetson TK1 projects. Feel free to add your own!
Jetson TK1 Information
- JetsonTK1 Support Page: Includes a lot of the open-source hardware documents, such as the mechanical drawings, Bill of Materials (BOM), electrical circuit schematics, CAD files, Jetson TK1 module spec, Tegra K1 SOC Technical Reference Manual (TRM), etc.
- Remote Access: Control the device from your PC or laptop, and share your desktop's Wifi or Ethernet internet access to the attached device.
- System Info: Find out the hardware info & what is available on the Jetson TK1 such as disk space, RAM, and devices.
- Power: Electrical power & heat related issues, such as powering the board from a battery, replacing the fan with a heatsink, and seeing how much power is used under different conditions.
- OpenCV Performance: Describes the different Tegra hardware optimizations in OpenCV, and the typical power draw & performance for many computer vision applications.
- Comparison: Comparison of features & benchmark results between Jetson TK1 and other dev boards such as Raspberry Pi, etc.
- Cameras: Discusses USB cameras and CSI cameras, stereo cameras and Time-Of-Flight 3D depth cameras.
- Enclosures: Links to some cases that are available to cover a Jetson TK1.
Linux distributions running on Tegra
Jetson TK1 comes preloaded with NVIDIA's Linux4Tegra (L4T) distribution. However it is possible to install other distributions on a Tegra device:
- Linux4Tegra (L4T) distribution: basically Ubuntu 14.04 with pre-configured drivers for bootloader, kernel, OpenGL, X.Org, Multimedia, etc.
Upstream/mainline OS & kernel system software on Tegra
NVIDIA's Tegra SoCs are well supported by mainline OSS such as Linux and U-Boot. This section contains an index of topics related to running mainline software on Tegra.
Other embedded Tegra boards created by NVIDIA
Jetson TK1 was the first embedded board that NVIDIA created for the general public, but there have also been some other Tegra Boards, including the production-grade VCM + Jetson Pro prototyping playform for the automotive industry.
Other SOCs created by NVIDIA
SOCs: NVIDIA made several previous generations of Tegra SOCs for the mobile, automotive and MP3 player industries.
Resources is a list of links to Tegra-related documentation and code outside of this wiki, such as TRMs and mainline kernel links.