IBM's library is 46x faster than TensorFlow

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Cardoso
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Joined: Thu Mar 16, 2006 7:39 pm
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Full name: Alvaro Cardoso

IBM's library is 46x faster than TensorFlow

Post by Cardoso »

abulmo2
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Joined: Fri Dec 16, 2016 11:04 am
Location: France
Full name: Richard Delorme

Re: IBM's library is 46x faster than TensorFlow

Post by abulmo2 »

IBM machines are too expensive for me, humble amateur chess programmer, to even dare dreaming at. On the other hand, I wonder what is the performance of some affordable development boards with a NPU (Neural Processing Unit) like NVidia jetson tx2(1) ot Huawei HiKey 970 (2).

(1)https://developer.nvidia.com/embedded/buy/jetson-tx2

(2)https://www.xda-developers.com/huawei-l ... n-970-soc/
Richard Delorme
Dann Corbit
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Joined: Wed Mar 08, 2006 8:57 pm
Location: Redmond, WA USA

Re: IBM's library is 46x faster than TensorFlow

Post by Dann Corbit »

abulmo2 wrote:IBM machines are too expensive for me, humble amateur chess programmer, to even dare dreaming at. On the other hand, I wonder what is the performance of some affordable development boards with a NPU (Neural Processing Unit) like NVidia jetson tx2(1) ot Huawei HiKey 970 (2).

(1)https://developer.nvidia.com/embedded/buy/jetson-tx2

(2)https://www.xda-developers.com/huawei-l ... n-970-soc/
If you want the most power per watt, those might be nice.
But if you want compute power per dollar, they are not good buys.

Pop a nice GPU in you home computer and you will smoke those units. The Jetson is (for instance) 1.5 TFlop. My 3 year old graphics card at home is 2 TFlop and you can buy an 8 Tflop card for the price of one of those mini-boards.

I just bought some GTX 960 cards at $86 each. Those are 2.3 TFlops
so:
86/2.3 = $37.39 per TFlop.

Dev Board:
$599/1.5 Tflops = $399 per tflop. Less than 10% as cost effective.
Students can get the boards for less.
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Milos
Posts: 4190
Joined: Wed Nov 25, 2009 1:47 am

Re: IBM's library is 46x faster than TensorFlow

Post by Milos »

Hehe, proud on my officemate ;).

P.S. It can also be executed on Intel and Intel+GPU not only on POWER+GPU