What Specifications does the GPU need for CUDA

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Hartmut Hering

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May 31, 2018, 4:01:40 PM5/31/18
to LCZero
Hi everybody.

At the moment I have not that much money to buy a really quick GPU. But sometimes there are good chances to find a used one at ebay. Therefore I wanted to ask, what specifications the card needs for the CUDA-Version (Compute Capability)

Furthermore I would suggest that someone adds a manual how to install the CUDA-Version in a GUI

Jeremy Zucker

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May 31, 2018, 6:36:40 PM5/31/18
to Hartmut Hering, LCZero
If you are low on funds and want to help, then I recommend either

  •  Google Colab (free and easy to set up,but requires a bit of maintenance to keep it going)
  • or Google Cloud Compute (free $300 credit trial, a little more challenging to get up and running, but once it does, it is very easy to maintain) . 
Even if you still want to buy your own GPU, you can still experiment with different GPUs on cloud compute and get a sense of how much bang you are getting for your buck.

You can select a Tesla K80, P100 or V100 currently.

Theoretically, you can also select a  2nd generationTensor Processing Unit, but I don't know if anyone has succeeded in getting that to work with leela chess zero yet.  If anyone has succeeded, please do let me know.

Sincerely,

Jeremy

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Hartmut Hering

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May 31, 2018, 7:37:48 PM5/31/18
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Thank you Jeremy for your answer. But it doesn't really help. I looked at the NVidea Homepage to find out if my graphic card would work with CUDA. I have a very old GeForce 8400 GS. On the website I found out that it should work with CUDA but it has only a compute capability of 1,1 (well... I don't know what thay may mean...)

https://developer.nvidia.com/cuda-legacy-gpus

I tried to get it to work with the normal GPU-Version of Leela, but had no success. So I guess the card is too old or the compute capability too low. I don't know if it qould work with CUDA but I guess that if it doesn't work with the normal GPU-Version then also the CUDA-Version will not work

Now I found a GTX 750 TI for about 30 EUR at ebay. The nVidea Website says, it has a compute capability of 5.0. Therefore it would be interesting to know, if it will work and if I should buy it.

Maybe somebody has this card and knows if it will work.

Alan Williams

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May 31, 2018, 8:24:53 PM5/31/18
to LCZero
I have a GTX 750 Ti running the GPU client, it gets about 400 games a day. 300 to 350 nps.  I expect it will run CUDA but haven't tried it yet. Waiting for LC0 to come out with client.

Albert Silver

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Jun 1, 2018, 3:38:22 AM6/1/18
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Obviously, it is hard to recommend without knowing your budget, but a decent upper-medium ground might be the GTX1050ti. I saw some on Ebay.de for roughly 140 Euros, which is about half the price of a new GTX1060 but 70% the performance.
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