OOPS! You forgot to upload swfobject.js ! You must upload this file for your form to work.

Google TPU accelerators leave behind Intel CPU and NVIDIA GPU

xtreview is your : Video card - cpu - memory - Hard drive - power supply unit source

 Google TPU accelerators leave behind Intel CPU and NVIDIA GPU

Recommended : Free unlimited image hosting with image editor



Nearly a year ago, at a Google IO home conference, the company told that since 2015 its accelerators Tensor Processing Units (TPU) are working in its data center.  The project itself started in 2013.  It took 15 months to develop the first ASIC, which was the base of TPU accelerators.  A detailed report on the work of the TPU, architecture and platforms based on accelerators will be made this summer at an industry conference, and for now the company offers a 17-page abstract on the topic.

TPU accelerators are designed to accelerate the work of self-learning computing systems based on deep machine learning.  Neural networks with deep training, for example, have already made it possible to make a giant leap in speech recognition - the largest in the last 20 years.  So, if you compare the work of Google TPU with traditional platforms for recognition, errors in recognizing words became 30% less.  Also, errors in pattern recognition have been reduced.  With respect to the ImageNet environment, the number of errors since 2011 has decreased from 26% to 3.5%.  Without accelerators TPU, recognized in Google, the capacity of branded data centers would have to be doubled if users of the company's services began to use the voice to enter teams at least three minutes a day.

Earlier in the company reported that the accelerator TPU demonstrates a 10-fold advantage in solving similar problems in front of x86-compatible processors and modern graphics processors.  A recent report points to a more significant advantage of Google's solution.  When compared with the Intel Haswell E5-2699 v3 processor (22 nm, 18 cores, 2.3 GHz, 145 W) and 180-watt NVIDIA K80 accelerator at 875 MHz, Google TPU accelerators are 30-80 times faster than competitors in terms of performance per watt.

It should be noted that in terms of energy efficiency, Google's development is still behind Haswell and K80, but Google blames the short terms for which it was necessary to create a solution.  So, at a load of 10%, the Google TPU accelerator consumes 88% of the maximum level, while Intel Haswell consumes 56% of the maximum on the same level of load, and NVIDIA K80 - 66%.  Also in Google recognize the existence of faster solutions competitors - 14-nm Intel CPU and 16-nm GPU NVIDIA, which will look better than models two years ago.  But even here the developers have a stock.  For example, Google TPU works with DDR3 memory, and the transition to GDDR5 will open new horizons for performance.

The current accelerators of Google TPU consume up to 40 watts and are created using a 28-nm process technology.  The clock frequency of the solution reaches 700 MHz.  The solution accelerates the work of algorithms of the company's proprietary software - TensorFlow.  With the same support, NVIDIA accelerators work.  The basic logic of the TPU is 65 536 8-bit blocks operating with multiply-accumulate units.  The amount of cache in the TPU is 24 MB.  The memory block is the largest in the chip and occupies 29% of crystal area of .  Another large block (24% of the area) is an array for controlling media access (MAC).  The internal data bus is 256-bit.  Together, this allows  to perform 92 ter-operations per second.

Related Products :

xtreview is your : Video card - cpu - memory - Hard drive - power supply unit source

 Google TPU accelerators leave behind Intel CPU and NVIDIA GPU

Xtreview Support

Xtreview Support
Please Feel Free to write any Comment;

Related news:

HTC tries to interest Google in buying a business for the production of helmets Vive (2017-08-25)
Google Pixel 2 will be the first Android-smartphone on Snapdragon 836 (2017-07-24)
Google expands the staff of experts in the development of mobile processors (2017-06-15)
SoftBank took over former robotic assets of Google (2017-06-09)
First look at Android-smartphone Google Pixel 2 with a dual camera (2017-06-09)
Until the end of the year, Google will introduce a fully autonomous VR-headset (2017-05-18)
NVIDIA independently compared the capabilities of Google TPU with P40 accelerators (2017-04-11)
Google will help LG expand the production of OLED displays (2017-04-10)
Google TPU accelerators leave behind Intel CPU and NVIDIA GPU (2017-04-06)
Google sold more than 2.1 million Android-smartphones Pixel and Pixel XL (2017-03-30)
Google optimistically assesses the prospects for the development of solar energy in the US (2017-03-15)
Google denied the rumors about the output of budget version Android-smartphone Pixel (2017-03-06)
Google and Uber help Ford to create robocar (2017-02-13)
Google car require human intervention once per 8,000 kilometers (2017-02-02)
Google loses interest in unmanned winged repeaters (2017-01-13)
Waymo divided recent successes in improving googlecar (2017-01-09)
At the beginning of 2017 Google will introduce smart watch on Android Wear 2.0 (2016-12-23)
Honda will cooperate with Google in the field of autopilot creation (2016-12-22)
Fiat Chrysler showed a new version of robocar Google (2016-12-20)
Robocar project was allocated to the company Google Waymo (2016-12-14)

  Back to News

Post Quick Reply:

Bold ItalicUnderline Wrap [QUOTE] tags around selected text

Verif code:


xtreview -  <p>To figure out your <a href=review96.htm title=\'best laptops\'>best laptops</a> .Welcome to XTreview.com. Here u can find a complete computer hardware guide and laptop rating .More than 500 reviews of modern PC to understand the basic architecture </p>

laptop ratings

To figure out your best laptops .Welcome to XTreview.com. Here u can find a complete computer hardware guide and laptop rating .More than 500 reviews of modern PC to understand the basic architecture

xtreview -  7600gt is the middle card range.
We already benchmarked this video card and found that ...

7600gt review
7600gt is the middle card range. We already benchmarked this video card and found that ...

Loading ...

Search News                 

 geforce 8800gtx and 8800gts
 Xtreview software download Section
 computer hardware REVIEW
 Free desktop wallpaper
 online fighting game
 Xtreview price comparison center
Lastest 15 Reviews

  • 233-e8600 vs q9400 which is better dual or quad core
  • By:Cpu review

  • 232-intel core i7 920 review benchmark and overclocking
  • By:processor review

  • 231-efi bios review msi click bios
  • By:Other review

  • 230-driver scanner review , search and update your drivers
  • By:Software review

  • 229-radeon hd 4670 vs geforce 9500 gt vs geforce 9800 gt vs hd 4850 overclock benchmark and review
  • By:Video card review

  • 228-crossfire hd 4870 x2 vs crossfire hd 4870 review and benchamrk
  • By:Video card review

  • 227-hd 4870 x2 vs gtx 280 full review and benchmark
  • By:computer news

  • 226-amd radeon hd 4870 x2 2x1gb xtreview exclusive review
  • By:Video card review

  • 225-best antivirus software for 2008 - full review
  • By:computer news

  • 224-registry cleaner roundup
  • By:computer news

  • 223-apack zerotherm processor cooler review : btf80 btf90 btf92 o.e btf95 fanless and nirvana nv120 premium
  • By:Processor cooler review

  • 222-choosing your computer optimum configurations
  • By:computer selection

  • 221-budget cooler review
  • By:Cooler review

  • 220-nvidia 9600 gt review and benchmark
  • By:video card review

  • 219-geforce 8800 gts vs 8800 gt vs hd 2900 xt vs hd 3850 vs hd 3870 review benchmark and overclocking
  • By:Video card review

    Click Here To

    Submit And Dispaly Your Own News :-)


    Rss Feeds

  • 101-sony vgn-fj1sr review notebook performance benchmark
  • By:notebook review

  • 102-toshiba tecra a6-s513 review notebook performance benchmark
  • By:notebook review

  • 103-retrieve lost partition undelete unformat file recovery
  • By:hdd recovery

  • 104-imac review intel duo core vs imac g5
  • By:hardware review

  • 105-x1900xtx review benchmark overclock performance
  • By:video card review

  • 106-nvidia nforce 500 vs ati crossfire 3200 chipset review
  • By:chipset review

  • 107-d 310 review celeron d310 overclock
  • By:cpu review

  • 108-intel conroe core duo 2 review vs amd am2
  • By:cpu review

  • 109-external hard drive review test comparison : transcend smartdisk kano codi seagate wiebetech wd buffalo linksys ximeta cms
  • By:hdd test

  • 110-cpu comparison chart benchmark intel vs amd speed 3damrk unreal2004 far cry doom
  • By:new reviewer

  • 111-cpu comparison chart benchmark encoding intel vs amd speed
  • By:new reviewer

  • 112-cpu comparison chart daily use benchmark intel vs amd speed
  • By:new reviewer

  • 113-reset bios password dell laptop desktop toshiba ibm compaq and other
  • By:hardware review

  • 114-7600gs review overclock benchmark volt mod : palit
  • By:video card review

  • 115-conroe e6600 review benchmark vs amd fx 62 vs fx 60 vs intel 955 xe
  • By:conroe reiew

    xtreview -

    video card 7900 GTX





    Last News

    - The new version of GPU-Z finally kills the belief in the miracle of Vega transformation
    - The motherboard manufacturer confirms the characteristics of the processors Coffee Lake
    - We are looking for copper coolers on NVIDIA Volta computing accelerators
    - Unofficially about Intels plans to release 300-series chipset
    - The Japanese representation of AMD offered monetary compensation to the first buyers of Ryzen Threadripper
    - This year will not be released more than 45 million motherboards
    - TSMC denies the presentation of charges from the antimonopoly authorities
    - Radeon RX Vega 64 at frequencies 1802-1000 MHz updated the record GPUPI 1B
    - AMD itself would like to believe that mobile processors Ryzen have already been released
    - AMD Vega 20 will find application in accelerating computations
    - Pre-orders for new iPhone start next week
    - Radeon RX Vega 57, 58 and 59: the wonders of transformation
    - ASML starts commercial delivery of EUV-scanners
    - The older Skylake processors with a free multiplier are removed from production
    - Meizu will release Android-smartphone based on Helio P40
    - AMD Bristol Ridge processors are also available in American retail
    - The fate of Toshiba Memory can be solved to the next environment
    - duo GeForce GTX 1080 Ti in GPUPI 1B at frequencies of 2480-10320 MHz
    - New Kentsfield overclocking record up to 5204 MHz
    - Lenovo released Android-smartphone K8

      Click Here For Full Screen Size
    HALO 3 HALO 3 - Final Fight!

    PREY Prey is something you don t often see anymore: a totally unigue shooter experience.
    Today Image  

    computer news computer parts review Old Forum Downloads New Forum Login Join Articles terms Hardware blog Sitemap Get Freebies

    Page loaded in 0.039 seconds.

    xtreview English to German | xtreview English to Spanish | xtreview English to French | xtreview English to Italian | xtreview English to Portuguese | xtreview English to Greek | xtreview English to Japenese | xtreview English to Korean | xtreview English to Russian | xtreview English To Chinese Tradational | xtreview English To arabic