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knreed
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Graphics Card Performance

Here is another sampling of performance data for the graphics cards. They are ordered in increasing order by the average elapsed time.


gpu num_results average_cpu average_elapsed
AMD Radeon HD 7900 series (Tahiti) 2243 74 119
AMD Radeon HD 79x0 series (Tahiti) 6705 82 120
AMD Radeon HD 7800 series (Pitcairn) 163 100 144
AMD Radeon HD (unknown) 8592 80 148
GeForce 8800 GT 16 105 153
AMD Radeon HD 7700 series (Cape Verde) 690 90 180
GeForce GTX 580 3136 177 185
GeForce GTX 570 3183 188 196
AMD Radeon HD 6900 series (Cayman) 3454 87 203
GeForce GTX 470 1273 186 210
GeForce GTX 480 1012 209 215
Tesla C2075 14 216 218
ATI unknown 8832 101 221
GeForce GTX 590 601 216 222
ATI Radeon HD5800 series (Cypress) 1579 97 231
GeForce GTX 680 1013 237 241
ATI Radeon HD 5800 series (Cypress) 4592 95 242
AMD Radeon HD 6800 series (Barts) 3189 97 261
GeForce GTX 670 1395 255 263
ATI Radeon HD5700 series (Juniper) 1768 99 286
GeForce GTX 465 366 262 286
GeForce GTX 660 Ti 430 283 288
GeForce GTX 560 Ti 3558 283 293
ATI Radeon HD 5700 series (Juniper) 2247 100 304
GeForce 9400 GT 19 117 313
GeForce GTX 690 52 302 316
GeForce GTX 560 1558 313 325
GeForce GTX 460 v2 51 314 335
Quadro 5000 1 303 348
GeForce GTX 660 258 355 363
GeForce GTX 555 53 366 371
GeForce GTX 560 SE 32 371 371
GeForce GTX 580M 18 373 373
Quadro 4000 74 354 373
GeForce GTX 460 2076 357 376
GeForce GTX 285 375 393 406
GeForce GTX 275 379 381 407
GeForce GTX 280 80 392 417
GeForce GTX 670M 68 405 418
AMD Radeon HD 7400/7500/7600 serie (Trinity) 37 127 432
AMD Radeon HD 6x00 series (Turks) 1030 167 451
Tesla C1060 42 445 453
Quadro 4000M 9 451 457
GeForce GTX 550 Ti 1346 440 471
GeForce GTX 460 SE 83 452 482
ATI Radeon HD5x00 series (Redwood) 551 157 490
GeForce GTX 260 897 462 491
ATI Radeon HD 5x00 series (Redwood) 703 201 512
GeForce GTX 295 211 481 513
GeForce GT 545 46 520 520
GeForce GTS 450 953 467 520
GeForce GT 435M 1 74 522
Quadro FX 3800 92 429 526
GeForce GTX 560M 139 550 559
AMD SUPERSUMO 50 381 630
Quadro 2000 140 626 642
Quadro 2000D 64 614 646
AMD Radeon HD 6x00 series (Sumo) 222 427 649
GeForce GTX 460M 89 680 704
Quadro 2000M 131 429 705
GeForce GTX 570M 14 126 721
GeForce GT 330 22 752 772
GeForce GT 635M 18 779 779
GeForce GT 555M 182 463 793
GeForce GT 445M 5 178 865
GeForce GT 530 69 331 868
GeForce GT 240 245 795 878
GeForce GT 640 187 793 893
GeForce GT 420M 26 244 901
GeForce GT 550M 37 316 908
GeForce GTS 360M 45 661 912
GeForce GT 440 171 823 931
NVS 5400M 147 920 932
NVS 5200M 59 943 946
Quadro 1000M 228 657 964
GeForce GT 650M 79 1010 1020
GeForce GT 430 261 906 1036
Quadro 600 76 637 1054
GeForce GT 630M 59 1053 1060
GeForce GT 640M LE 10 1058 1061
GeForce GT 640M 12 1059 1062
GeForce GT 620 16 1070 1075
GeForce GT 540M 281 857 1090
GeForce GT 520MX 2 118 1127
GeForce GT 525M 62 658 1166
GeForce GT 425M 24 185 1208
GeForce GT 320 17 1145 1235
AMD Radeon HD 6300 series (Caicos) 290 1166 1268
GeForce GT 220 94 816 1272
ATI Radeon HD5x00 series (Cedar) 159 1253 1345
ATI Radeon HD 5x00 series (Cedar) 166 1258 1363
GeForce GT 335M 19 1073 1456
GeForce GTS 250M 9 239 1552
AMD Radeon HD 6250/6310 (Wrestler) 8 1688 2291
Quadro FX 1800M 7 1626 2441
AMD Radeon HD 6200/6300/7300 series (Wrestler) 43 2903 2957


** Original List ** Here is the list of top GPU cards that have had returned results returned by at least 3 different users.

Elapsed Time    Graphics Card
110 secs AMD Radeon HD 7900 series (Tahiti)
120 secs AMD Radeon HD 79x0 series (Tahiti)
160 secs AMD Radeon HD (unknown)
192 secs AMD Radeon HD 7700 series (Cape Verde)
194 secs GeForce GTX 580
206 secs GeForce GTX 480
210 secs AMD Radeon HD 6900 series (Cayman)
220 secs GeForce GTX 470
221 secs GeForce GTX 570
238 secs GeForce GTX 680
243 secs ATI Radeon HD5800 series (Cypress)
258 secs ATI unknown
258 secs ATI Radeon HD 5800 series (Cypress)
262 secs GeForce GTX 670
277 secs AMD Radeon HD 6800 series (Barts)
277 secs GeForce GTX 590
288 secs GeForce GTX 560 Ti
290 secs GeForce GTX 465
307 secs GeForce GTX 660 Ti
311 secs ATI Radeon HD5700 series (Juniper)
320 secs GeForce GTX 560
331 secs ATI Radeon HD 5700 series (Juniper)
357 secs GeForce GTX 660
373 secs GeForce GTX 460
401 secs GeForce GTX 285
405 secs Quadro 4000
423 secs GeForce GTX 670M
423 secs GeForce GTX 275
443 secs AMD Radeon HD 6x00 series (Turks)
449 secs GeForce GTX 280
473 secs GeForce GTX 295
479 secs GeForce GTX 550 Ti
483 secs GeForce GTX 460 SE
513 secs GeForce GTX 260
518 secs ATI Radeon HD5x00 series (Redwood)
526 secs ATI Radeon HD 5x00 series (Redwood)
528 secs GeForce GTS 450
540 secs Quadro FX 3800
585 secs GeForce GTX 560M
589 secs Quadro 2000M
607 secs Quadro 2000
653 secs AMD SUPERSUMO
663 secs GeForce GTX 460M
678 secs AMD Radeon HD 6x00 series (Sumo)
731 secs GeForce GT 555M
827 secs GeForce GT 640
884 secs GeForce GT 420M
886 secs GeForce GT 240
886 secs GeForce GTS 360M
897 secs GeForce GT 530
919 secs GeForce GT 550M
948 secs GeForce GT 440
959 secs Quadro 1000M
984 secs GeForce GT 650M
1031 secs GeForce GT 430
1038 secs GeForce GT 525M
1082 secs GeForce GT 540M
1090 secs Quadro 600
1167 secs GeForce GT 630M
1232 secs GeForce GT 425M
1257 secs GeForce GT 220
1282 secs AMD Radeon HD 6300 series (Caicos)
1354 secs ATI Radeon HD 5x00 series (Cedar)
1409 secs ATI Radeon HD5x00 series (Cedar)
2283 secs AMD Radeon HD 6200/6300/7300 series (Wrestler)

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[Edit 1 times, last edit by knreed at Oct 18, 2012 12:42:13 AM]
[Oct 16, 2012 12:38:49 AM]   Link   Report threatening or abusive post: please login first  Go to top 
Movieman
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Re: Graphics Card Performance

Many thanks for this, A question I have been asked over 20 times at XS in the past three days is this: How long will WCG be using GPU?
Will it fade after HCC?
Is it something that will be used on the other projects?
The boy's are getting their wallets out and we're planning a group buy of over 100 cards BUT people want some assurance that they aren't wasting their money if this is only a short term event.
I said no it isn't but who listens to me. biggrin
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[Oct 16, 2012 4:24:49 PM]   Link   Report threatening or abusive post: please login first  Go to top 
Sabrina Tarson
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Re: Graphics Card Performance

Well, at the time of this posting, there hasn't been any GPU Beta projects for other projects, so I would think after this project ends, which will be alot sooner than before, we might have another period of waiting for new GPU units, but hopefully new Projects will be released with native GPU support.
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Crystal Pellet
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Re: Graphics Card Performance

Here is the list of top GPU cards that have had returned results returned by at least 3 different users. They are ordered in increasing order by the average elapsed time.

Thanks for the list, Kevin. It's a good impression, however one has to consider that for this project the speed of the CPU supporting its GPU has a big influence on the elapsed time too.
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[Oct 16, 2012 6:43:56 PM]   Link   Report threatening or abusive post: please login first  Go to top 
knreed
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Re: Graphics Card Performance

Here is the list of top GPU cards that have had returned results returned by at least 3 different users. They are ordered in increasing order by the average elapsed time.

Thanks for the list, Kevin. It's a good impression, however one has to consider that for this project the speed of the CPU supporting its GPU has a big influence on the elapsed time too.


Yes - I agree completely. I can reproduce this list with two columns if folks think it would be useful.

Column 1: average elapsed time
Column 2: average(elapsed_time - cpu_time)

Let me know.
[Oct 16, 2012 9:57:02 PM]   Link   Report threatening or abusive post: please login first  Go to top 
knreed
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Re: Graphics Card Performance

@Movieman

We are still assessing the impact of the acceleration on the end date of the HCC1 project. Our rough estimate with 'known' work based on this acceleration is about 100-130 days until end of project. BUT my use of the word 'known' simply means the number of batches we are aware to run. What we are are is not equal to what the researchers want to run so we are discussing this further with them at this time.

However, we do not yet have any research project beyond HCC1 that we know can run on a GPU. While this has definitely shown the power of GPU working well, for an application that clearly fits the profile of being suitable for GPU, the researchers are still the ones that provide the code and they will have to determine if GPU would work for their project and then make the modifications.

It is important to us to have GPU capable projects, but we cannot promise them. Even then, we could find ourselves with a project that was written for CUDA and not be able to run on AMD graphics cards (or written for AMD but not CUDA). As a result, we ask that people not make purchasing decision without understand these caveats.
[Oct 16, 2012 10:03:46 PM]   Link   Report threatening or abusive post: please login first  Go to top 
Movieman
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Re: Graphics Card Performance

@Movieman

We are still assessing the impact of the acceleration on the end date of the HCC1 project. Our rough estimate with 'known' work based on this acceleration is about 100-130 days until end of project. BUT my use of the word 'known' simply means the number of batches we are aware to run. What we are are is not equal to what the researchers want to run so we are discussing this further with them at this time.

However, we do not yet have any research project beyond HCC1 that we know can run on a GPU. While this has definitely shown the power of GPU working well, for an application that clearly fits the profile of being suitable for GPU, the researchers are still the ones that provide the code and they will have to determine if GPU would work for their project and then make the modifications.

It is important to us to have GPU capable projects, but we cannot promise them. Even then, we could find ourselves with a project that was written for CUDA and not be able to run on AMD graphics cards (or written for AMD but not CUDA). As a result, we ask that people not make purchasing decision without understand these caveats.

BUT how could anyone make an informed decision on what to buy without knowing whether the project people are coding for AMD or for CUDA? Just my 2 cents but might it not be wise to send a email to all these people involved and get them to decide on one or the other?
Sometimes a leader has to actually lead my friend.
To steer people in the direction wanted and I don't care which even though I think the AMD direction is the better choice.
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Movieman
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Re: Graphics Card Performance

Just to make it easy, how about this:
Dear Project Developer,
We have just started rolling out GPU WU for the HCC project and the response has been overwhelming to say the least and it is growing. The effect of this GPU based work will cut years if not decades off of the time needed to complete the projects and save lives.
Now to get the best effect out of the GPU's we've decided that all GPU work will be done using ( insert CUDA or Open GL here) coding so please keep that in mind when you make your decisions.
Sincerly,
The WCG Staff

Short,sweet and to the point.
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[Edit 2 times, last edit by Movieman at Oct 17, 2012 12:00:04 AM]
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Coleslaw
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Re: Graphics Card Performance

Instead of imposing the choose your side statement Movieman, just note the developers (researchers) of the overwhelming power already seen and possibly even break it down by what GPU's were observed. Some scientists may find one brand more to their liking. One example is GPUGrid.net using primarily nVidia for their research. There is a reason they sometimes choose a side. Right now GPU processing has 3 basic sides. CUDA, CAL, or OpenCL.
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X-Files 27
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Re: Graphics Card Performance

Do you have a record of the fastest elapsed time?
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[Edit 1 times, last edit by X-Files 27 at Oct 17, 2012 2:01:03 AM]
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