CES 2016: NVIDIA Launches DRIVE PX 2 With Dual Pascal GPUs Driving A Deep Neural Network

Subject: General Tech | January 5, 2016 - 01:17 AM |
Tagged: tegra, pascal, nvidia, driveworks, drive px 2, deep neural network, deep learning, autonomous car

NVIDIA is using the Consumer Electronics Show to launch the Drive PX 2 which is the latest bit of hardware aimed at autonomous vehicles. Several NVIDIA products combine to create the company's self-driving "end to end solution" including DIGITS, DriveWorks, and the Drive PX 2 hardware to train, optimize, and run the neural network software that will allegedly be the brains of future self-driving cars (or so NVIDIA hopes).

NVIDIA DRIVE PX 2 Self Driving Car Supercomputer.jpg

The Drive PX 2 hardware is the successor to the Tegra-powered Drive PX released last year. The Drive PX 2 represents a major computational power jump with 12 CPU cores and two discrete "Pascal"-based GPUs! NVIDIA has not revealed the full specifications yet, but they have made certain details available. There are two Tegra SoCs along with two GPUs that are liquid cooled. The liquid cooling consists of a large metal block with copper tubing winding through it and then passing into what looks to be external connectors that attach to a completed cooling loop (an exterior radiator, pump, and reservoir).

There are a total of 12 CPU cores including eight ARM Cortex A57 cores and four "Denver" cores. The discrete graphics are based on the 16nm FinFET process and will use the company's upcoming Pascal architecture. The total package will draw a maximum of 250 watts and will offer up to 8 TFLOPS of computational horsepower and 24 trillion "deep learning operations per second." That last number relates to the number of special deep learning instructions the hardware can process per second which, if anything, sounds like an impressive amount of power when it comes to making connections and analyzing data to try to classify it. Drive PX 2 is, according to NVIDIA, 10 times faster than it's predecessor at running these specialized instructions and has nearly 4 times the computational horsepower when it comes to TLOPS.

Similar to the original Drive PX, the driving AI platform can accept and process the inputs of up to 12 video cameras. It can also handle LiDAR, RADAR, and ultrasonic sensors. NVIDIA compared the Drive PX 2 to the TITAN X in its ability to process 2,800 images per second versus the consumer graphics card's 450 AlexNet images which while possibly not the best comparison does make it look promising.

NVIDIA DRIVE PX 2 DRIVEWORKS.jpg

Neural networks and machine learning are at the core of what makes autonomous vehicles possible along with hardware powerful enough to take in a multitude of sensor data and process it fast enough. The software side of things includes the DriveWorks development kit which includes specialized instructions and a neural network that can detect objects based on sensor input(s), identify and classify them, determine the positions of objects relative to the vehicle, and calculate the most efficient path to the destination.

Specifically, in the press release NVIDIA stated:

"This complex work is facilitated by NVIDIA DriveWorks™, a suite of software tools, libraries and modules that accelerates development and testing of autonomous vehicles. DriveWorks enables sensor calibration, acquisition of surround data, synchronization, recording and then processing streams of sensor data through a complex pipeline of algorithms running on all of the DRIVE PX 2's specialized and general-purpose processors. Software modules are included for every aspect of the autonomous driving pipeline, from object detection, classification and segmentation to map localization and path planning."

DIGITS is the platform used to train the neural network that is then used by the Drive PX 2 hardware. The software is purportedly improving in both accuracy and training time with NVIDIA achieving a 96% accuracy rating at identifying traffic signs based on the traffic sign database from Ruhr University Bochum after a training session lasting only 4 hours as opposed to training times of days or even weeks.

NVIDIA claims that the initial Drive PX has been picked up by over 50 development teams (automakers, universities, software developers, et al) interested in autonomous vehicles. Early access to development hardware is expected to be towards the middle of the year with general availability of final hardware in Q4 2016.

The new Drive PX 2 is getting a serious hardware boost with the inclusion of two dedicated graphics processors (the Drive PX was based around two Tegra X1 SoCs), and that should allow automakers to really push what's possible in real time and push the self-driving car a bit closer to reality and final (self) drive-able products. I'm excited to see that vision come to fruition and am looking forward to seeing what this improved hardware will enable in the auto industry!

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PC Perspective's CES 2016 coverage is sponsored by Logitech.

Follow all of our coverage of the show at http://pcper.com/ces!

Source: NVIDIA
Author:
Manufacturer: NVIDIA

SHIELD Specifications

Announced just this past June at last year’s Google I/O event, Android TV is a platform developed by Google, running Android 5.0 and higher, that aims to create an interactive experience for the TV. This platform can be built into a TV directly as well as into set-top style boxes, like the NVIDIA SHIELD we are looking at today. The idea is to bring the breadth of apps and content to the TV through the Android operating system in a way that is both convenient and intuitive.

NVIDIA announced SHIELD back in March at GDC as the first product to use the company’s latest Tegra processor, the X1. This SoC combines an 8-core big.LITTLE ARM processor design with a 256-core implementation of the NVIDIA Maxwell GPU architecture, providing GPU performance previously unseen in an Android device. I have already spent some time with the NVIDIA SHIELD at various events and the promise was clearly there to make it a leading option for Android TV adoption, but obviously there were questions to be answered.

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Today’s article will focus on my early impressions with the NVIDIA SHIELD, having used it both in the office and at home for a handful of days. As you’ll see during the discussion there are still some things to be ironed out, some functionality that needs to be added before SHIELD and Android TV can really be called a must-buy product. But I do think it will get there.

And though this review will focus on the NVIDIA SHIELD, it’s impossible not to marry the success of SHIELD with the success of Google’s Android TV. The dominant use case for SHIELD is as a media playback device, with the gaming functionality as a really cool side project for enthusiasts and gamers looking for another outlet. For SHIELD to succeed, Google needs to prove that Android TV can improve over other integrated smart TV platforms as well as other set-top box platforms like Boxee, Roku and even the upcoming Apple TV refresh.

But first, let’s get an overview of the NVIDIA SHIELD device, pricing and specifications, before diving into my experiences with the platform as a whole.

Continue reading our review of the new NVIDIA SHIELD with Android TV!!

NVIDIA SHIELD and SHIELD Pro Show up on Amazon

Subject: Mobile | May 16, 2015 - 01:00 PM |
Tagged: Tegra X1, tegra, shield pro, shield console, shield, nvidia

UPDATE: Whoops! It appears that Amazon took the listing down... No surprise there. I'm sure we'll be seeing them again VERY SOON. :)

Looks like the release of the new NVIDIA SHIELD console device, first revealed back at GDC in March, is nearly here. A listing for "NVIDIA SHIELD" as well as the new "NVIDIA SHIELD Pro" showed up on Amazon.com today.

shield1.jpg

Though we don't know what the difference between the SHIELD and SHIELD Pro are officially, according to Amazon at least, the difference appears to be the internal storage. The Pro model will ship with 500GB of internal storage, the non-Pro model will only have 16GB. You'll have to get an SD Card for more storage on the base model if you plan on doing anything other than streaming games through NVIDIA GRID it seems.

shield2.jpg

No pricing is listed yet and there is no release date on the Amazon pages either, but we have always been told this was to be a May or June on-sale date. Both models of the NVIDIA SHIELD will include an HDMI cable, a micro-USB cable and a SHIELD Controller. If you want the remote or stand, you're going to have to pay out a bit more.

shield3.jpg

For those of you that missed out on the original SHIELD announcement from March, here is a quick table detailing the specs, as we knew them at that time. NVIDIA's own Tegra X1 SoC featuring 256 Maxwell GPU cores powers this device using the Android TV operating system, promising 4K video playback, the best performing Android gaming experience and NVIDIA GRID streaming games.

  NVIDIA SHIELD Specifications
Processor NVIDIA® Tegra® X1 processor with 256-core Maxwell™ GPU with 3GB RAM
Video Features 4K Ultra-HD Ready with 4K playback and capture up to 60 fps (VP9, H265, H264)
Audio 7.1 and 5.1 surround sound pass through over HDMI
High-resolution audio playback up to 24-bit/192kHz over HDMI and USB
High-resolution audio upsample to 24-bit/192hHz over USB
Storage 16 GB
Wireless 802.11ac 2x2 MIMO 2.4 GHz and 5 GHz Wi-Fi
Bluetooth 4.1/BLE
Interfaces Gigabit Ethernet
HDMI 2.0
Two USB 3.0 (Type A)
Micro-USB 2.0
MicroSD slot (supports 128GB cards)
IR Receiver (compatible with Logitech Harmony)
Gaming Features NVIDIA GRID™ streaming service
NVIDIA GameStream™
SW Updates SHIELD software upgrades directly from NVIDIA
Power 40W power adapter
Weight and Size Weight: 23oz / 654g
Height: 5.1in / 130mm
Width: 8.3in / 210mm
Depth: 1.0in / 25mm
OS Android TV™, Google Cast™ Ready
Bundled Apps PLEX
In the box NVIDIA SHIELD
NVIDIA SHIELD controller
HDMI cable (High Speed), USB cable (Micro-USB to USB)
Power adapter (Includes plugs for North America, Europe, UK)
Requirements TV with HDMI input, Internet access
Options SHIELD controller, SHIELD remove, SHIELD stand

 

Source: Amazon.com

Rumor: New NVIDIA SHIELD Portable Coming with Tegra X1

Subject: Mobile | March 30, 2015 - 03:43 PM |
Tagged: Tegra X1, tegra, shield portable, shield, portable, nvidia

UPDATE (3/31/15): Thanks to another tip we can confirm that the new SHIELD P2523 will have the Tegra X1 SoC in it. From this manifest document you'll see the Tegra T210 listed (the same part marketed as X1) as well as the code name "Loki." Remember that the first SHIELD Portable device was code named Thor. Oh, so clever, NVIDIA.

shield3.jpg

Based on a rumor posted by Brad over at Lilliputing, it appears we can expect an updated NVIDIA SHIELD Portable device sometime later in 2015. According to both the Bluetooth and Wi-Fi certification websites, a device going by the name "NVIDIA Shield Portable P2523" has been submitted. There isn't a lot of detail though:

  • 802.11a/b/g/n/ac dual-band 2.4 GHz and 5 GHz WiFi
  • Bluetooth 4.1
  • Android 5.0
  • Firmware version 3.10.61

We definitely have a new device here as the initial SHIELD Portable did not includ 802.11ac support at all. And though no data is there to support it, you have to assume that NVIDIA would be using the new Tegra X1 processor in any new SHIELD devices coming out this year. I already previewd the new SHIELD console from GDC that utilizes that same SoC, but it might require a lower clocked, lower power version of the processor to help with heat and battery life on a portable unit.

shieldportable.JPG

There’s no information about the processor, screen, or other hardware. But if the new Shield portable is anything like the original, it’ll probably consist of what looks like an Xbox-style game controller with an attached 5 inch display which you can fold up to play games on the go.

And if it’s anything like the new NVIDIA Shield console, it could have a shiny new NVIDIA Tegra X1 processor to replace the aging Tegra 4 chip found in the original Shield Portable.

I wouldn’t be surprised if it also had a higher-resolution display, more memory, or other improvements.

Keep an eye out - NVIDIA may be making a push for even more SHIELD hardware this summer.

Source: Lilliputing
Author:
Manufacturer: NVIDIA

Finally, a SHIELD Console

NVIDIA is filling out the family of the SHIELD brand today with the announcement of SHIELD, a set-top box powered by the Tegra X1 processor. SHIELD will run Android TV and act as a game playing, multimedia watching, GRID streaming device. Selling for $199 and available in May of this year, there is a lot to discuss.

Odd naming scheme aside, the SHIELD looks to be an impressive little device, sitting on your home theater or desk and bringing a ton of connectivity and performance to your TV. Running Android TV means the SHIELD will have access to the entire library of Google Play media including music, movies and apps. SHIELD supports 4K video playback at 60 Hz thanks to an HDMI 2.0 connection and fully supports H.265/HEVC decode thanks to Tegra X1 processor.

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Here is a full breakdown of the device's specifications.

  NVIDIA SHIELD Specifications
Processor NVIDIA® Tegra® X1 processor with 256-core Maxwell™ GPU with 3GB RAM
Video Features 4K Ultra-HD Ready with 4K playback and capture up to 60 fps (VP9, H265, H264)
Audio 7.1 and 5.1 surround sound pass through over HDMI
High-resolution audio playback up to 24-bit/192kHz over HDMI and USB
High-resolution audio upsample to 24-bit/192hHz over USB
Storage 16 GB
Wireless 802.11ac 2x2 MIMO 2.4 GHz and 5 GHz Wi-Fi
Bluetooth 4.1/BLE
Interfaces Gigabit Ethernet
HDMI 2.0
Two USB 3.0 (Type A)
Micro-USB 2.0
MicroSD slot (supports 128GB cards)
IR Receiver (compatible with Logitech Harmony)
Gaming Features NVIDIA GRID™ streaming service
NVIDIA GameStream™
SW Updates SHIELD software upgrades directly from NVIDIA
Power 40W power adapter
Weight and Size Weight: 23oz / 654g
Height: 5.1in / 130mm
Width: 8.3in / 210mm
Depth: 1.0in / 25mm
OS Android TV™, Google Cast™ Ready
Bundled Apps PLEX
In the box NVIDIA SHIELD
NVIDIA SHIELD controller
HDMI cable (High Speed), USB cable (Micro-USB to USB)
Power adapter (Includes plugs for North America, Europe, UK)
Requirements TV with HDMI input, Internet access
Options SHIELD controller, SHIELD remove, SHIELD stand

Obviously the most important feature is the Tegra X1 SoC, built on an 8-core 64-bit ARM processor and a 256 CUDA Core Maxwell architecture GPU. This gives the SHIELD set-top more performance than basically any other mobile part on the market, and demos showing Doom 3 and Crysis 3 running natively on the hardware drive the point home. With integrated HEVC decode support the console is the first Android TV device to offer the support for 4K video content at 60 FPS.

Even though storage is only coming in at 16GB, the inclusion of an MicroSD card slot enabled expansion to as much as 128GB more for content and local games.

11.jpg

The first choice for networking will be the Gigabit Ethernet port, but the 2x2 dual-band 802.11ac wireless controller means that even those of us that don't have hardwired Internet going to our TV will be able to utilize all the performance and features of SHIELD.

Continue reading our preview of the NVIDIA SHIELD set-top box!!

GDC 15: Native versions of Doom 3, Crysis 3 running on Android, Tegra X1

Subject: Graphics Cards, Mobile | March 3, 2015 - 10:43 PM |
Tagged: Tegra X1, tegra, nvidia, gdc 15, GDC, Doom 3, Crysis 3

Impressively, NVIDIA just showed the new SHIELD powered by Tegra X1 running a version of both Doom 3 and Crysis 3 running natively on Android! The games were running at impressive quality and performance levels.

I have included some videos of these games being played on the SHIELD, but don't judge the visual quality of the game with these videos. They were recorded with a Panasonic GH2 off a 4K TV in a dimly lit room.

Doom 3 is quoted to run at full 1920x1080 and 60 FPS while Crysis 3 is much earlier in its development. Both games looked amazing considering we are talking about a system that has a total power draw of only 15 watts!

While these are just examples of the power that Tegra X1 can offer, it's important to note that this type of application is the exception, not the rule, for Android gaming. Just as we see with Half-Life 2 and Portal NVIDIA did most of the leg work to get this version of Doom 3 up and running. Crysis 3 is more of an effort from Crytek explicitly - hopefully this port is as gorgeous as this first look played.

GDC 15: NVIDIA Announces SHIELD, Tegra X1 Powered Set-top with Android TV

Subject: General Tech, Mobile | March 3, 2015 - 10:21 PM |
Tagged: Tegra X1, tegra, shield, gdc 15, GDC, android tv

NVIDIA just announced a new member of its family of hardware devices: SHIELD. Just SHIELD. Powered by NVIDIA's latest 8-core, Maxwell GPU Tegra X1 SoC, SHIELD will run Android TV and act as a game playing, multimedia watching, GRID streaming set-top box.

04.jpg

Odd naming scheme aside, the SHIELD looks to be an impressive little device, sitting on your home theater or desk, bringing a ton of connectivity and performance to your TV. Running Android TV means the SHIELD will have access to the entire library of Google Play media including music, movie and apps. SHIELD supports 4K video playback at 60 Hz thanks to an HDMI 2.0 connection and fully supports H.265/HEVC decode thanks to Tegra X1 processor.

01.jpg

Speaking of the Tegra X1, the SHIELD will include the power of 256 Maxwell architecture CUDA cores and will easily provide the best Android gaming performance of any tablet or set-top box on the market. This means gaming, and lots of it, will be possible on SHIELD. Remember our many discussions about Tegra-specific gaming ports from the past? That trend will continue and more developers are realizing the power that NVIDIA is putting into this tiny chip.

02.jpg

In the box you'll get the SHIELD set-top unit and a SHIELD Controller, the same released with the SHIELD Tablet last year. A smaller remote controller that looks similar to the one used with the Kindle Fire TV will cost a little extra as will the stand that sets the SHIELD upright.

Pricing on the new SHIELD set-top will be $199, shipping in May.

Podcast #336 - GTX 960 Overlocking, Plextor M6e Black Edition, AMD R9 3xx Rumors and more!

Subject: General Tech | February 12, 2015 - 01:46 PM |
Tagged: podcast, video, gtx 960, plextor, m6e black edition, M6e, r9 390, amd, radeon, nvidia, Silverstone, tegra, tx1, Tegra X1, corsair, H100i GTX, H80i GT

PC Perspective Podcast #336 - 02/12/2015

Join us this week as we discuss GTX 960 Overlocking, Plextor M6e Black Edition, AMD R9 3xx Rumors and more!

You can subscribe to us through iTunes and you can still access it directly through the RSS page HERE.

The URL for the podcast is: http://pcper.com/podcast - Share with your friends!

  • iTunes - Subscribe to the podcast directly through the iTunes Store
  • RSS - Subscribe through your regular RSS reader
  • MP3 - Direct download link to the MP3 file

Hosts: Ryan Shrout, Jeremy Hellstrom, Josh Walrath, and Allyn Malventano

Subscribe to the PC Perspective YouTube Channel for more videos, reviews and podcasts!!

Guessing at NVIDIA's future licensing

Subject: General Tech | January 5, 2015 - 04:06 PM |
Tagged: Tegra X1, tegra k1, tegra, nvidia, maxwell, speculation

Now that you have read Josh's article detailing the new Maxwell based Tegra X1 you might be wondering what products it could appear in, apart from an updated Shield.  DigiTimes has a theory based on the current lawsuits against Samsung Electronics and Qualcomm which claim that those companies have infringed several fairly basic patents which NVIDIA holds including object texture, lighting, shading, GPGPU and vertex operators.  If the lawsuits were successful the cost of purchasing chips from those two competitors could increase making the new Tegra X1 a more financially attractive product, even with the associated costs of changing hardware.  If the power and performance expectations of the new mobile Maxwell chip are met then NVIDIA's new chip could also become a more attractive alternative for vendors as it could well outpace the next generation of chips from Qualcomm and Samsung regardless of the outcome of the lawsuits.  If you like speculation you can peek in at DigiTimes posting here.

IMG_0960.JPG

"To find new outlets for its GPU business, Nvidia has started licensing its GPU architecture to other application processor (AP) designers. Kepler was the first GPU platform Nvidia offered for licensing and its latest-generation Maxwell will also become available for licensing later."

Here is some more Tech News from around the web:

Tech Talk

Source: DigiTimes

CES 2015 Podcast Day 1 - Lenovo, NVIDIA Tegra X1, MSI, USB 3.1 and more!

Subject: General Tech | January 5, 2015 - 03:26 AM |
Tagged: video, usb type-c, usb 3.1, Tegra X1, tegra, podcast, nvidia, msi, Lenovo, ces 2015, CES

CES 2015 Podcast Day 1 - 01/04/15

It's time for podcast fun at CES!  Join us as we talk about the first day of the show including a lot of announcements from Lenovo, MSI, the NVIDIA Tegra X1, USB 3.1 and more!

You can subscribe to us through iTunes and you can still access it directly through the RSS page HERE.

The URL for the podcast is: http://pcper.com/podcast - Share with your friends!

  • iTunes - Subscribe to the podcast directly through the iTunes Store
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  • MP3 - Direct download link to the MP3 file

Hosts: Ryan Shrout, Josh Walrath, Allyn Malventano and Ken Addison

Program length: 47:58

Be sure to subscribe to the PC Perspective YouTube channel!!

Coverage of CES 2015 is brought to you by Logitech!

PC Perspective's CES 2015 coverage is sponsored by Logitech.

Follow all of our coverage of the show at http://pcper.com/ces!