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#1 GPU Crunching on a budget: nVidia
Posted: Wed Oct 26, 2016 11:36 pm
by Dirk Broer
Kepler, Maxwell and Pascal chips compared for the 'budget card' segment:
Kepler, Maxwell, Pascal and Turing chips compared for the 'budget card' segment:
Model | Video Chip | CUDA cores | GFLOP SP | GFLOP DP | TDP in Watt |
GTX 650 | GK 107-450 | 384 | 812 | 34 | 65 |
GTX 650 Ti | GK 106-220 | 768 | 1425 | 59 | 110 |
GTX 650 Ti Boost | GK 106-240 | 768 | 1505 | 63 | 134 |
GTX 750 | GM 107-300 | 512 | 1111 | 35 | 55 |
GTX 750 Ti | GM 107-400 | 640 | 1305 | 41 | 60 |
GTX 950 | GM 206-250 | 768 | 1572 | 49 | 90 |
GTX 1050 | GP 107-300 | 640 | 1733 | 54 | 75 |
GTX 1050 Ti | GP 107-400 | 768 | 1981 | 62 | 75 |
GTX 1650 | TU 117-300 | 896 | 2984 | 93 | 75 |
GTX 1650 Ti | TU 117-400 | 1024 | 3533 | 110 | 75 |
#2 Re: GPU Crunching on a budget: nVidia
Posted: Thu Oct 27, 2016 12:20 am
by scole of TSBT
Just a note though. If you plan to run more than one GTX 1050 / 1050 ti, you get more GFLOPs/watt and more GFLOPs/$ from a single GTX 1060 than two GTX 1050 /1050 ti. The GFLOPs/watt goes up as the GPU model goes up.
#3 Re: GPU Crunching on a budget: nVidia
Posted: Thu Nov 03, 2016 3:40 am
by Alez
Efficiency is becoming more and more important to me. The leccy bill was getting crazy. Most of my older cards are shutdown and I try to use the others only through the night on cheap rate and all day through winter rather than use the electric heaters.
#4 Re: GPU Crunching on a budget: nVidia
Posted: Wed May 10, 2017 3:55 pm
by Dirk Broer
nVidia just seem to have released a GT1030 specially against the Radeon RX 550. What is so special about the Radeon RX 500 series?
Let's start with the RX 550 (original can be seen
here, you might have to register with AMD Users)
Radeon RX 500 Series
Model Type | GPU | Fab (nm) | Shaders | TMU | ROP | GFLOP SP | GFLOP DP | GFLOP HP | TBP | Gflop (SP) Watt | Gflop (DP) Watt | Gflop (HP) Watt |
Radeon RX 540 | Lexa | 14 | 512 | 32 | 16 | 1151 | 71.9 | 1151 | 50 | 23.02 | 1.44 | 23.02 |
Radeon RX 550 | Polaris 12 | 14 | 512 | 32 | 16 | 1211 | 75.7 | 1211 | 50 | 24.22 | 1.51 | 24.22 |
Radeon RX 560 | Polaris 11 | 14 | 1024 | 64 | 16 | 2406 | 150.4 | 2406 | 80 | 30.01 | 1.88 | 30.01 |
Radeon RX 570 | Polaris 20 | 14 | 2048 | 128 | 32 | 4784 | 300.0 | 4784 | 150 | 31.89 | 2.00 | 31.89 |
Radeon RX 580 | Polaris 20 | 14 | 2304 | 144 | 32 | 5792 | 362.0 | 5792 | 185 | 31.31 | 2.13 | 31.31 |
Radeon Pro Duo Polaris | 2x Polaris 20 | 14 | 4608 | 288 | 64 | 11456 | 716.0 | 11456 | 250 | 45.82 | 2.86 | 45.82 |
The RX 550 is a very capable card in view of its power needs, a mere 50 Watt. Those willing to spend a little more on purchase and power bills can choose for the even more capable RX 560
The TBP (Typical Board Power) of the RX 560 is actually 60-80 Watt, so the GFLOPS/Watt may be even better yet.
What does nVidia offer?
Geforce 10 Series
Model Type | GPU | Fab (nm) | Shaders | TMU | ROP | GFLOP SP | GFLOP DP | GFLOP HP | TBP | Gflop (SP) Watt | Gflop (DP) Watt | Gflop (HP) Watt |
GeForce GT 1030 | GP108-300-A1 | 16 | 384 | 24 | 8 | 952 | 30 | 15 | 30 | 31.73 | 1.00 | 0.50 |
GeForce GTX 1050 | GP107-300-A1 | 14 | 640 | 40 | 32 | 1733 | 54 | 27 | 75 | 23.11 | 0.72 | 0.36 |
GeForce GTX 1050 Ti | GP107-400-A1 | 14 | 768 | 48 | 32 | 1981 | 62 | 31 | 75 | 26.41 | 0.83 | 0.41 |
GeForce GTX 1060 3GB | GP106-300-A1 | 16 | 1152 | 72 | 48 | 3470 | 108 | 54 | 120 | 28.92 | 0.90 | 0.45 |
GeForce GTX 1060 6GB | GP106-400/410-A1 | 16 | 1280 | 80 | 48 | 3855 | 120 | 60 | 120 | 32.13 | 1.00 | 0.50 |
GeForce GTX 1070 | GP104-200-A1 | 16 | 1920 | 120 | 64 | 5783 | 181 | 90 | 150 | 38.56 | 1.21 | 0.60 |
GeForce GTX 1080 | GP104-400/410-A1 | 16 | 2560 | 160 | 64 | 8228 | 257 | 128 | 180 | 45.71 | 1.43 | 0.71 |
GeForce GTX 1080 Ti | GP102-350-K1-A1 | 16 | 3584 | 224 | 88 | 10609 | 332 | 166 | 250 | 42.44 | 1.33 | 0.66 |
nVidia Titan X | GP102-400-A1 | 16 | 3584 | 224 | 96 | 10157 | 317 | 159 | 250 | 40.63 | 1.27 | 0.64 |
nVidia Titan Xp | GP102-450-A1 | 16 | 3840 | 240 | 96 | 12150* | 380* | 190* | 250 | 48.61 | 1.52 | 0.76 |
*=Normal values unknown yet. For the Titan Xp I only know of the 'Turbo boost' values, at the moment.
Considering the fact that most projects only ask for Single precision, the GT 1030 offers real value. But when we take double precision performance (e.g. MilkyWay) into account, nVidia is fighting a lost battle as they have sacrificed that feature to boost the sales of their professional (Quadro/Tesla) cards. I do not know yet of the effects of the half-precision performance, but nVidia seems to have made the wrong choice there too by offering Half-precision at 1/64th of the Single precision while AMD offers it at the same GFLOPS as the single precision. There ought to be projects where AMD cards smash the nVidia cards, performance-wise.
#5 Re: GPU Crunching on a budget: nVidia
Posted: Fri May 12, 2017 1:43 pm
by Alez
Dirk Broer wrote: ↑Wed May 10, 2017 3:55 pm
.... There ought to be projects where AMD cards smash the nVidia cards, performance-wise.
Dirk, I really appreciate the effort you put into producing these tables and it hacks me off that they are not working properly for you. I intend installing a new version of advanced bbcode on the server which may allow you to use tables but no promises. In the mean time I have started rebuilding some of the tables. I intend to complete this once I am finished updating and enhancing the WCG forum.
In the mean time bare with me and let me know if I have missed any tables once I am finished in the
Website problems forum.
Alez
#6 Re: GPU Crunching on a budget: nVidia
Posted: Sat May 13, 2017 1:09 am
by Dirk Broer
If your update solves the problem, I can rebuild those tables myself too. I really like how they look under the new version, tartan and all.
#7 Re: GPU Crunching on a budget: nVidia
Posted: Sun May 14, 2017 7:11 pm
by Alez
Dirk Broer wrote: ↑Sat May 13, 2017 1:09 am
If your update solves the problem, I can rebuild those tables myself too. I really like how they look under the new version, tartan and all.
I've rebuilt the tables for you and left them in a more human friendly view which you can see if you edit them. Biggest difference between this board and the AMD board is that this board does not understand
it uses [tr=textleft][/tr] and you only have to declare it once. Also declaring [thread ] and tbody is different but not hugely. Anyway, let me know as I mentioned before of any tables I have missed and I will rebuild them for you.
#8 Re: GPU Crunching on a budget: nVidia
Posted: Mon May 15, 2017 3:58 pm
by Dirk Broer
Thanks!
It's looking good and I think I can build them myself now too

#9 Re: GPU Crunching on a budget: nVidia
Posted: Mon Jul 15, 2019 12:34 am
by Dirk Broer
Updated and expanded:
Dirk Broer wrote: ↑Wed Oct 26, 2016 11:36 pm
Tesla, Fermi, Kepler, Maxwell, Pascal, Turing and Ampère chips compared for the 'budget card' segment:
Model | Video Chip | CUDA version | Video Speed MHz | RAM speed MHz | RAM bandwidth GB/s | CUDA cores | SM/CU count | GFLOP SP | GFLOP DP | TDP in Watt |
GTS 250 | GT 92-428 | 1.1 | 702 | 2000 | 64.00 | 128 | 16 | 387 | - | 150 |
GTS 450 | GK 106-250 | 2.1 | 783 | 3608 | 57.73 | 192 | 4 | 601 | 50 | 106 |
GTX 550 Ti | GF 116-400 | 2.1 | 900 | 4104 | 98.50 | 192 | 4 | 691 | 58 | 116 |
GTX 650 | GK 107-450 | 3.0 | 1058 | 5000 | 80.00 | 384 | 2 | 812 | 34 | 65 |
GTX 650 Ti | GK 106-220 | 3.0 | 928 | 5400 | 86.40 | 768 | 4 | 1425 | 59 | 110 |
GTX 650 Ti Boost | GK 106-240 | 3.0 | 1032 | 6008 | 144.20 | 768 | 4 | 1505 | 63 | 134 |
GTX 750 | GM 107-300 | 5.0 | 1085 | 5012 | 80.19 | 512 | 4 | 1111 | 35 | 55 |
GTX 750 Ti | GM 107-400 | 5.0 | 1085 | 5400 | 86.40 | 640 | 5 | 1305 | 41 | 60 |
GTX 950 | GM 206-250 | 5.2 | 1188 | 6612 | 105.80 | 768 | 6 | 1572 | 49 | 90 |
GTX 1050 | GP 107-300 | 6.1 | 1455 | 7008 | 112.10 | 640 | 6 | 1733 | 54 | 75 |
GTX 1050 Ti | GP 107-400 | 6.1 | 1392 | 7008 | 112.10 | 768 | 6 | 1981 | 62 | 75 |
GTX 1650 DDR5 | TU 117-300 | 7.5 | 1665 | 8000 | 128.00 | 896 | 14 | 2984 | 93 | 75 |
GTX 1650 DDR6 | TU116-150-KA | 7.5 | 1590 | 12000 | 192.00 | 896 | 14 | 2849 | 89 | 75 |
GTX 1650 Super | TU116-250-KA | 7.5 | 1725 | 12000 | 192.00 | 1280 | 20 | 4416 | 138 | 100 |
RTX 3050 | GA107-300-A1 | 8.5 | 1725 | 14000 | 224.00 | 2304 | 18 | 7949 | 124 | 90 |
Those 'budget' GTX 1650 cards do between 150 and 210 Euro's though... and 1650 Ti's were nowhere to be found, I replaced them with the DDR6 variant -that also has a 90 Watt TBP sub-variant...
Also added the RTX 3050
#10 Re: GPU Crunching on a budget: nVidia
Posted: Mon Jul 15, 2019 2:01 am
by scole of TSBT
Thanks Dirk. GFLOPs alone don't give an accurate comparison of older GPUs to newer GPUs. GFLOP to GFLOP, the newer GPUs are just faster. I guess due to faster memory and bandwidth speeds. I imagine a GTX 1650 Ti is probably faster than a GTX 780 on projects like PG and Collatz while pulling 75 watts vs 230.
#11 Re: GPU Crunching on a budget: nVidia
Posted: Tue Jul 16, 2019 1:42 am
by Dirk Broer
I have now included Cuda version, GPU speed, RAM speed, RAM bandwidth and SM count, but my guess is that the number of CUDA cores and the SM count (and the
CUDA version) is more important than the speeds or the bandwidth. For those of use -like me- who still use a GTX 650: swith to a GTX 1650 or a GTX 1650 Ti (or the GTX 1660 Ti, which is even better, credit-wise).
#12 Re: GPU Crunching on a budget: nVidia
Posted: Tue Jul 16, 2019 2:21 pm
by Dirk Broer
scole of TSBT wrote: ↑Thu Oct 27, 2016 12:20 am
Just a note though. If you plan to run more than one GTX 1050 / 1050 ti, you get more GFLOPs/watt and more GFLOPs/$ from a single GTX 1060 than two GTX 1050 /1050 ti. The GFLOPs/watt goes up as the GPU model goes up.
So, here I present the budget plus table:
Tesla, Fermi, Kepler, Maxwell, Pascal, Turing and Ampère chips compared for the 'budget plus card' segment:
Model | Video Chip | CUDA version | Video Speed MHz | RAM speed MHz | RAM bandwidth GB/s | CUDA cores | SM/CU count | GFLOP SP | GFLOP DP | TDP in Watt |
GTX 260 | GT 200 | 1.3 | 576 | 1998 | 111.9 | 192 | 24 | 476.9 | 59.62 | 182 |
GTX 260 Core 216 | GT 200 | 1.3 | 576 | 1998 | 111.9 | 216 | 27 | 536.5 | 67.07 | 182 |
GTX 460 | GF 104 | 2.1 | 675 | 3600 | 115.2 | 336 | 7 | 907.2 | 75.60 | 160 |
GTX 560 | GF 114 | 2.1 | 810 | 4000 | 128.0 | 336 | 7 | 1089.0 | 90.72 | 150 |
GTX 560 Ti | GF 114 | 2.1 | 823 | 4008 | 128.3 | 384 | 8 | 1263.0 | 105.30 | 170 |
GTX 660 | GK 106 | 3.0 | 1032 | 6008 | 144.2 | 960 | 5 | 1981.0 | 82.56 | 140 |
GTX 660 Ti | GK 104 | 3.0 | 980 | 6008 | 144.2 | 1344 | 7 | 2634.0 | 109.80 | 150 |
GTX 760 | GK 104 | 3.0 | 1032 | 6008 | 192.3 | 1152 | 6 | 2378.0 | 99.07 | 170 |
GTX 760 Ti | GK 104 | 3.0 | 980 | 6008 | 192.3 | 1344 | 7 | 2634.0 | 109.80 | 170 |
GTX 960 | GM 206 | 5.2 | 1178 | 7012 | 112.2 | 1024 | 8 | 2413.0 | 75.39 | 120 |
GTX 1060 3GB | GP 106 | 6.1 | 1708 | 8008 | 192.2 | 1152 | 9 | 3935.0 | 123.00 | 120 |
GTX 1060 6GB | GP 104 | 6.1 | 1709 | 8008 | 192.2 | 1280 | 10 | 4275.0 | 136.70 | 120 |
RTX 2060 | TU 106 | 7.5 | 1680 | 14008 | 336.0 | 1920 | 30 | 6451.0 | 201.60 | 160 |
RTX 2060 Super | TU 106 | 7.5 | 1650 | 14000 | 448.0 | 2176 | 34 | 7181.0 | 224.40 | 160 |
GTX 1660 | TU 116 | 7.5 | 1785 | 8004 | 192.1 | 1408 | 22 | 5027.0 | 157.10 | 120 |
GTX 1660 Super | TU 116 | 7.5 | 1785 | 14000 | 336.0 | 1408 | 22 | 5027.0 | 157.10 | 125 |
GTX 1660 Ti | TU 116 | 7.5 | 1770 | 12000 | 288.0 | 1536 | 24 | 5437.0 | 169.90 | 120 |
RTX 3060 | GA 106 | 8.5 | 1860 | 14000 | 336.0 | 3840 | 30 | 14280.0 | 223.20 | 180 |