Article: Parallelism at HotPar 2010
By: Michael S (already5chosen.delete@this.yahoo.com), August 17, 2010 2:58 am
Room: Moderated Discussions
AM (myname4rwt@jee-male.com) on 8/17/10 wrote:
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>anon (anon@anon.com) on 8/16/10 wrote:
>---------------------------
>>AM (myname4rwt@jee-male.com) on 8/16/10 wrote:
>>---------------------------
>>>anon (anon@anon.com) on 8/14/10 wrote:
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>>>>So in summary, nobody has been able to come up with a credible paper proving these
>>>>fantastic 100x performance gains despite being absolutely certain the claims are real.
>>>
>>>In summary, claims that GPUs' perf advantage is limited to 2.5x-5x are complete
>>>and utter BS,
>>
>>AM the claim, actually, is coming from the 100x-1000x people. People here are doubting
>>that claim because of the numbers involved, but it is not up to them to disprove
>
>As a matter of fact, some people here (to be precise, Mark Roulo) asserted that
>the "real" perf advantage of GPUs over CPUs is 2.5x-5x. Hence my suggestion to him
>(and David Kanter wrt his own statements) to show how can it possibly be true with
>a selection of papers as small as 10. Haven't seen anyone of them in the thread since.
I'd like to hear what is your own claim?
Say, on CPU side i5-760 (4 cores, 2.8 GHz, 8MB L3, no HT, official price=$205), multithreaded , SIMD-optimized (not by compiler).
On GPU side best NVidea can offer under $250 (official price, not random internet link).
Calculation should not take advantage of texture interpolation capabilities (using texture cache is, not only allowed but highly desireble) of GPU since, first, it's extremely rare in non-3D-rendering code and as such non-representative, second, when it happens everybody, including David Kanter and Mark Roulo probably agree that >50x speedup is possible.
So what speedup do you expect under conditions like above?
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>anon (anon@anon.com) on 8/16/10 wrote:
>---------------------------
>>AM (myname4rwt@jee-male.com) on 8/16/10 wrote:
>>---------------------------
>>>anon (anon@anon.com) on 8/14/10 wrote:
>>>---------------------------
>>>>So in summary, nobody has been able to come up with a credible paper proving these
>>>>fantastic 100x performance gains despite being absolutely certain the claims are real.
>>>
>>>In summary, claims that GPUs' perf advantage is limited to 2.5x-5x are complete
>>>and utter BS,
>>
>>AM the claim, actually, is coming from the 100x-1000x people. People here are doubting
>>that claim because of the numbers involved, but it is not up to them to disprove
>
>As a matter of fact, some people here (to be precise, Mark Roulo) asserted that
>the "real" perf advantage of GPUs over CPUs is 2.5x-5x. Hence my suggestion to him
>(and David Kanter wrt his own statements) to show how can it possibly be true with
>a selection of papers as small as 10. Haven't seen anyone of them in the thread since.
I'd like to hear what is your own claim?
Say, on CPU side i5-760 (4 cores, 2.8 GHz, 8MB L3, no HT, official price=$205), multithreaded , SIMD-optimized (not by compiler).
On GPU side best NVidea can offer under $250 (official price, not random internet link).
Calculation should not take advantage of texture interpolation capabilities (using texture cache is, not only allowed but highly desireble) of GPU since, first, it's extremely rare in non-3D-rendering code and as such non-representative, second, when it happens everybody, including David Kanter and Mark Roulo probably agree that >50x speedup is possible.
So what speedup do you expect under conditions like above?