Lc0 + CUDA 11 --- 50% loss of speed?

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zullil
Posts: 6442
Joined: Tue Jan 09, 2007 12:31 am
Location: PA USA
Full name: Louis Zulli

Lc0 + CUDA 11 --- 50% loss of speed?

Post by zullil »

Yesterday I upgraded to CUDA 11.0.189 RC + Driver 450.36.06 + cuDNN v8.0.0 RC. This is on an Ubuntu 18.04.4 box with a 2080Ti GPU.

I then built Lc0-dev and benchmarked, using several networks I had benchmarked previously. All my speeds were at about 50% of what they had been before.

I reverted everything to CUDA 10.2, and, after rebuilding Lc0, speeds were back to their previous levels.

Anyone else experience this? Or have some thoughts about what might have occurred? Thanks.
brianr
Posts: 536
Joined: Thu Mar 09, 2006 3:01 pm

Re: Lc0 + CUDA 11 --- 50% loss of speed?

Post by brianr »

This was mentioned on the Leela Discord also.
It was pointed out that this is a "release candidate" level release, so more to be done.
zullil
Posts: 6442
Joined: Tue Jan 09, 2007 12:31 am
Location: PA USA
Full name: Louis Zulli

Re: Lc0 + CUDA 11 --- 50% loss of speed?

Post by zullil »

Thanks. Good to know it wasn't just me.

Yes, I had some concerns regarding that RC designation. :wink:
zullil
Posts: 6442
Joined: Tue Jan 09, 2007 12:31 am
Location: PA USA
Full name: Louis Zulli

Re: Lc0 + CUDA 11 --- 50% loss of speed?

Post by zullil »

zullil wrote: Wed Jun 10, 2020 1:09 pm Yesterday I upgraded to CUDA 11.0.189 RC + Driver 450.36.06 + cuDNN v8.0.0 RC. This is on an Ubuntu 18.04.4 box with a 2080Ti GPU.

I then built Lc0-dev and benchmarked, using several networks I had benchmarked previously. All my speeds were at about 50% of what they had been before.

I reverted everything to CUDA 10.2, and, after rebuilding Lc0, speeds were back to their previous levels.

Anyone else experience this? Or have some thoughts about what might have occurred? Thanks.
Has anyone upgraded to CUDA 11.0.194 + cuDNN v8.0.1 RC2? Any info about their effects on Lc0 speed? Not sure I want to upgrade and then discover that I need to revert this again. :roll: