Which GPU(s) to Get for Deep Learning
timdettmers.com
Which GPU(s) to Get for Deep Learning
1–10 of 119 posts
Re: Which GPU(s) to Get for Deep Learning
#2Google cached version:
http://webcache.googleusercontent.com/search?q=cache:04az_uB...
Re: Which GPU(s) to Get for Deep Learning
#3Site is slammed, but I think this is from a couple years ago. -- Ah, it's been updated.
Is there anything better now than the GTX 1080 Ti?
Re: Which GPU(s) to Get for Deep Learning
#4Site is slammed, but I think this is from a couple years ago. -- Ah, it's been updated. Is there anything better now than the GTX 1080 Ti?
The Titan Xp is better, but it's not so much better that it's worth almost twice the price.
Re: Which GPU(s) to Get for Deep Learning
#5Site is slammed, but I think this is from a couple years ago. -- Ah, it's been updated. Is there anything better now than the GTX 1080 Ti?
The Titan Xp is better, but it's not so much better that it's worth almost twice the price.
Two 1080TIs are way better than one Titan Xp and cost about the same (2x$700 vs $1200). Each TI has 11GB of RAM vs the TitanX's 12GB, and each TI is nearly as fast.
At the NVIDIA conference all the second tier hosting companies were promoting the P100 (at NVIDIAs insistence) but when pressured admitted that their big customers now deploy 1080TIs. Paying for P100s is sort of a clown move even if you're spending someone else's money. The P100 starts at like 10x the price of the 1080TI and isn't much faster and again has just 12GB of RAM (16GB if you pay $4000 more, ludicrous)
Re: Which GPU(s) to Get for Deep Learning
#6No mention of k80's k40's...
Re: Which GPU(s) to Get for Deep Learning
#7I'm guessing you don't... you use the cloud, right?
Re: Which GPU(s) to Get for Deep Learning
#8Site is slammed, but I think this is from a couple years ago. -- Ah, it's been updated. Is there anything better now than the GTX 1080 Ti?
The Titan Xp is better, but it's not so much better that it's worth almost twice the price.
Details https://arstechnica.com/gadgets/2017/04/nvidia-titan-xp-gp-1... If your machine learning problem is sized to fit 12GB better than 11GB, it could save a lot of time. But unless you're really in a hurry, it's still probably not worth the huge price bump.
Re: Which GPU(s) to Get for Deep Learning
#9tldr: GTX1080ti
They're fairly easy to get now too, in the beginning it was rather hard to get them.
Re: Which GPU(s) to Get for Deep Learning
#10I'm guessing you don't... you use the cloud, right?
If you're doing a lot of experimentation, it can make more sense to train your models locally (so you're not paying server / data transfer costs every time you test).