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Number crunching :
GPU FLOPS: Theory vs Reality
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rob smith ![]() ![]() ![]() Send message Joined: 7 Mar 03 Posts: 22734 Credit: 416,307,556 RAC: 380 ![]() ![]() |
Thanks Shaggie76 You are certainly putting some effort into your data collection :-) Bob Smith Member of Seti PIPPS (Pluto is a Planet Protest Society) Somewhere in the (un)known Universe? |
![]() ![]() Send message Joined: 20 May 04 Posts: 76 Credit: 45,752,966 RAC: 8 ![]() |
@Shaggie76: Is it possible to get some stats about SoG vs Cuda 5.0 on GTX7xx, GTX9xx and GTX10x0? |
![]() ![]() Send message Joined: 9 Oct 09 Posts: 282 Credit: 271,858,118 RAC: 196 ![]() ![]() |
@Shaggie76: Is it possible to get some stats about SoG vs Cuda 5.0 on GTX7xx, GTX9xx and GTX10x0? I was working on that but ran out of time last night. Of course the instant I post it people will start clamoring about it being meaningless because if you're going to run CUDA you need to run multiple tasks to get the same throughput... |
![]() ![]() ![]() Send message Joined: 27 May 99 Posts: 5517 Credit: 528,817,460 RAC: 242 ![]() ![]() |
They do have a point. It's like comparing apples and oranges. Ideally you want same number of work units on both types of GPUs to see how they do. We know running multiple cuda decreases the overall time compared to a single cuda work unit The same can be said for SoG. So single instances on either type of App doesn't reflect what they could actually be doing. Then there is the commandlines that increase the efficency of the work. But that being said, it makes for some interesting reading. Carry on Shaggie ;) |
![]() Send message Joined: 6 Jun 02 Posts: 1668 Credit: 623,086,772 RAC: 156 ![]() ![]() |
@Shaggie76: Is it possible to get some stats about SoG vs Cuda 5.0 on GTX7xx, GTX9xx and GTX10x0? That is not necessarily so true. I run One at a time. There are some other too (currently Linux and Mac) who do run CUDA (special) who are running one at a time too. We are under the label 'Anonymous platform'. I guess that You(Shaggie76) have the means and the ability to run a comparison for reference of what to expect when deciding what to purchase in the future. This is by no means to ment to be a war-ignitor between NV and AMD loving people. I know that the same techniques I have used can be applied to OpenCL thus contributing for the good of both camps. We need patience. ... and Think about the time to travel to our future nearest neighbor waving at us with a pulse, triplet, autocorr, ... or whatever we can understand as intelligent... unless we are just an other XtraTerrestialSetiSimulation in their terrarium/terraria. And then another observation. The Fuji/Fury whatever big variance... Someone must know how to get the most of it with the current options. Petri. (EDIT: double signature removed) To overcome Heisenbergs: "You can't always get what you want / but if you try sometimes you just might find / you get what you need." -- Rolling Stones |
![]() ![]() Send message Joined: 9 Oct 09 Posts: 282 Credit: 271,858,118 RAC: 196 ![]() ![]() |
I figured since we're having an Arecibo party this weekend it would be fun to do a GPU scan. One nice thing about this is it greatly reduced the variance in the data slightly. Not enough Fiji hosts in action today to count but a whole lot of 1060's -- they're all 6GB parts so far, too, so I'm not treating them distinctly. ![]() |
![]() ![]() Send message Joined: 24 Nov 06 Posts: 7489 Credit: 91,093,184 RAC: 0 ![]() |
My wallet just groaned, seeing the 10 series hanging with 750ti for efficiency. "Living by the wisdom of computer science doesn't sound so bad after all. And unlike most advice, it's backed up by proofs." -- Algorithms to live by: The computer science of human decisions. |
![]() ![]() ![]() Send message Joined: 1 Apr 13 Posts: 1859 Credit: 268,616,081 RAC: 1,349 ![]() ![]() |
My wallet just groaned, seeing the 10 series hanging with 750ti for efficiency. You know it. I had just gotten a couple 980s, and I'm sitting here thinking the right thing to do is build a 750ti farm and hang it all external. Sheesh... ![]() ![]() |
Stephen "Heretic" ![]() ![]() ![]() ![]() Send message Joined: 20 Sep 12 Posts: 5557 Credit: 192,787,363 RAC: 628 ![]() ![]() |
My wallet just groaned, seeing the 10 series hanging with 750ti for efficiency. . . OK Jason now take a deep breath and look back at the credit per hour comparison :) . . Feeling better again ? :) . . I am kicking myself for buying 2 x GTX970s a couple of months ago. I should have waited (if I had known the 1060s were so close) slightly better output and MUCH better efficiency, and about the same price :( . . Not to mention physically smaller and cooler running :) . |
![]() ![]() Send message Joined: 24 Nov 06 Posts: 7489 Credit: 91,093,184 RAC: 0 ![]() |
Yeah, for me the 1070's are looking viable as lower power higher throughput than everything in the house. 1060's would probably temporarily trim output a little, but give more beer money, so increase development output. Am going to have to mull over priorities/budget versus costs, which is why I like this investigation a lot. "Living by the wisdom of computer science doesn't sound so bad after all. And unlike most advice, it's backed up by proofs." -- Algorithms to live by: The computer science of human decisions. |
Stephen "Heretic" ![]() ![]() ![]() ![]() Send message Joined: 20 Sep 12 Posts: 5557 Credit: 192,787,363 RAC: 628 ![]() ![]() |
My wallet just groaned, seeing the 10 series hanging with 750ti for efficiency. . . Or the ASUS/MSI GTX950s that do NOT require external PCIe power and crunch full tilt using only about 65W. They are right up there too. |
Grant (SSSF) Send message Joined: 19 Aug 99 Posts: 13912 Credit: 208,696,464 RAC: 304 ![]() ![]() |
My wallet just groaned, seeing the 10 series hanging with 750ti for efficiency. Yeah. The GTX 750Tis may not produce a lot of work compared to the others, but their power consumption in absolute terms is bugger all. Compared to other cards of similar power ratings, their output is miles ahead. They still are an amazing card in terms of work done for power used. A GTX 1050Ti would make things very interesting. Grant Darwin NT |
Grant (SSSF) Send message Joined: 19 Aug 99 Posts: 13912 Credit: 208,696,464 RAC: 304 ![]() ![]() |
Yeah, for me the 1070's are looking viable as lower power higher throughput than everything in the house. It's just a shame about their current pricing. Grant Darwin NT |
![]() ![]() Send message Joined: 24 Nov 06 Posts: 7489 Credit: 91,093,184 RAC: 0 ![]() |
Yeah, for me the 1070's are looking viable as lower power higher throughput than everything in the house. Yep ... Australia tax not helping "Living by the wisdom of computer science doesn't sound so bad after all. And unlike most advice, it's backed up by proofs." -- Algorithms to live by: The computer science of human decisions. |
Al ![]() ![]() ![]() ![]() Send message Joined: 3 Apr 99 Posts: 1682 Credit: 477,343,364 RAC: 482 ![]() ![]() |
My wallet just groaned, seeing the 10 series hanging with 750ti for efficiency. Soon.. very soon... I have most of the parts I need, but not the time. That is looking to change this week though, as I am calling in the cavalry to help me put this outdoor project to bed. I've finally had enough, it's not that I _can't_ do it, it's that there aren't enough me's, and hours in the day, to get everything I need to do done each day. So, hence the help soon, which will allow me to get on to more important things, like finishing that 750Ti super build I've been back-burnering for too long! lol ![]() ![]() |
Al ![]() ![]() ![]() ![]() Send message Joined: 3 Apr 99 Posts: 1682 Credit: 477,343,364 RAC: 482 ![]() ![]() |
Yeah, for me the 1070's are looking viable as lower power higher throughput than everything in the house. Yeah, I'm hoping something from AMD comes out that competes directly in that space, and helps drive down the cost of the 1070's in the 40-50% range in not too distant future (hey, a guy can dream, right?). ;-) And still wondering if/when something like a 1050Ti will be built, and how it will compare to the 750? ![]() ![]() |
![]() Send message Joined: 6 Jun 02 Posts: 1668 Credit: 623,086,772 RAC: 156 ![]() ![]() |
Hi Shaggie, Would it be possible to run a targeted scan of my (petri33) host and Mr Kevvys Linux hosts to get insight of Arecibo performance with special CUDA app. -=Vyper=- is running special too on his Linux. All specials run one at a time. My power Draw is between 120-170W, mostly 136W with Arecibo work load. That is of interest since I wonder if productivity comes wit a cost. To overcome Heisenbergs: "You can't always get what you want / but if you try sometimes you just might find / you get what you need." -- Rolling Stones |
![]() ![]() Send message Joined: 9 Oct 09 Posts: 282 Credit: 271,858,118 RAC: 196 ![]() ![]() |
You first, then Mr Kevvy's Linux Hosts, -= Vyper =- last. C:\Scripts\SETI>aggregate.pl -anon 7475713 7985986 7939003 7961370 7957088 7945042 8018193 7944247 8053171 Host, API, Device, Credit, Seconds, Credit/Hour, Work Units 7475713, cpu, Intel Core i7-3930K @ 3.20GHz, 3886.42, 13523.6966666667, 1034.56268983653, 39 7475713, gpu, [4] NVIDIA GeForce GTX 1080, 166123.22, 185855.74, 3217.78381447891, 1961 7985986, cpu, Intel Core i7-5820K @ 3.30GHz, 33539.71, 66401.3341666667, 1818.38147554289, 456 7985986, gpu, [4] NVIDIA GeForce GTX 980, 126160.17, 393070.560000001, 1155.45822612611, 1544 7939003, cpu, Intel Core i7-3930K @ 3.20GHz, 32818.28, 61109.2008333333, 1933.35547493455, 395 7939003, gpu, [3] NVIDIA GeForce GTX 980, 125373.4, 525530.36, 858.835710271811, 1432 7961370, cpu, Intel Core 2 Quad Q6600 @ 2.40GHz, 6153.29, 46733.015, 474.008449914905, 72 7961370, gpu, [2] NVIDIA GeForce GTX 970, 83152.92, 296877.1, 1008.3314341187, 990 7957088, cpu, Intel Core 2 Quad @ 2.40GHz, 6647.92, 38441.1175, 622.575865542931, 80 7957088, gpu, NVIDIA GeForce GTX 970, 40557.12, 275369.12, 530.217883544821, 490 7945042, cpu, AMD FX(tm)-8350 Eight-Core Processor, 16051.1, 74594.60125, 774.639974364097, 216 7945042, gpu, NVIDIA GeForce GTX 970, 29634.02, 86945.7199999999, 1227.0008460451, 349 8018193, cpu, AMD Phenom(tm) 9500 Quad-Core Processor, 7523.62, 42741.99, 633.686732882582, 99 8018193, gpu, NVIDIA GeForce GTX 970, 38106.68, 185526.88, 739.42949938036, 456 7944247, cpu, AMD Phenom(tm) II X6 1045T Processor, 21680.56, 69026.7316666666, 1130.72159314897, 280 7944247, gpu, NVIDIA GeForce GTX 970, 24682.34, 177843.93, 499.631469007685, 311 8053171, gpu, [4] NVIDIA GeForce GTX 750 Ti, 93908.0399999999, 388460.45, 870.278928009272, 1060 |
![]() Send message Joined: 6 Jun 02 Posts: 1668 Credit: 623,086,772 RAC: 156 ![]() ![]() |
You first, then Mr Kevvy's Linux Hosts, -= Vyper =- last. Thank You! The gtx 750 Ti is putting out some serious numbers! To overcome Heisenbergs: "You can't always get what you want / but if you try sometimes you just might find / you get what you need." -- Rolling Stones |
![]() ![]() Send message Joined: 9 Oct 09 Posts: 282 Credit: 271,858,118 RAC: 196 ![]() ![]() |
I should add that the GPU data is per card -- I can't tell which card did which task (part of why I have to exclude multi-gpu setups from my scans). Your quad 1080 rig is more like 12871 cr/h in GPU throughput -- pretty amazing. |
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