Ubuntu + Radeon VII? AI/ML benchmarks?
 
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Ubuntu + Radeon VII? AI/ML benchmarks?  

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DrEGPU
(@dregpu)
Trusted Member
Joined: 2 years ago
 

Has anyone tried the Radeon VII under Linux, specifically Ubuntu? If so, and it works, would you mind running a quick benchmark for me? I was thinking of getting a RTX 2080ti or maybe even an RTX titan for the vram, but the RVII looks like a nice compromise on price vs performance. 

Instructions: 
1. install plaidML (google it), but running the following should work: pip install plaidml-keras plaidbench 
2. go to the bottom of the GitHub and
copy the email example code into a txt file with the extension .py (ie, filename.py).
3. In the 3rd from the bottom line, change “range(10)” to “range(100)”. 
4. Save the file. 
5. Run the file by typing “python filename.py”
6. Copy results here!

I’m happy to help if my instructions left  anything out, were unclear, or confusing. 

Thanks!

MBP 2018 16 inch + Razer Core X@40Gbps-TB1 (Zotac RTX 2080 Ti Amp) + Ubuntu 20.04, Win10

 
2011 13" MacBook Pro [2nd,2C,M] + RTX 2080 Ti @ 10Gbps-TB1>TB3 (Razer Core X) + Linux Ubuntu 18.04.02 LTS [build link]  


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nu_ninja
(@nu_ninja)
Reputable Member
Joined: 2 years ago
 

It looks like Phoronix has benchmarked the Radeon VII vs a lot of other cards here. Obviously this isn't as an eGPU, but the results look good.

Mid-2012 13" Macbook Pro (MacBookPro9,2) TB1 -> RX 460/560 (AKiTiO Node/Thunder2)
+ macOS 10.15+Win10 + Linux Mint 19.1

 
2012 13" MacBook Pro [3rd,2C,M] + RX 460 @ 10Gbps-TB1 (AKiTiO Thunder2) + macOS 10.14.4 [build link]  


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OliverB
(@oliverb)
Noble Member
Joined: 2 years ago
 
Posted by: nu_ninja

It looks like Phoronix has benchmarked the Radeon VII vs a lot of other cards here. Obviously this isn't as an eGPU, but the results look good.

I wouldn't derive anything from Radeon VII desktop benchmarks for eGPU. I remember seeing great desktop scores for Radeon VII for Shadow of the Tomb Raider. In my eGPU setup they were...meeeh.. There are more cases like this.

2018 15" MBP & 2015 13" MBP connected to RTX2080Ti GTX1080Ti GTX1080 Vega56 RX580 R9-290 GTX680

 
2018 15" MacBook Pro (RP560X) [8th,6C,H] + RX 5700 XT @ 32Gbps-TB3 (ASUS XG Station Pro) + Win10 & macOS 10.15.4 [build link]  


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DrEGPU
(@dregpu)
Trusted Member
Joined: 2 years ago
 

I get that there are issues with the VII. That's why I specifically want to see how it performs in an eGPU setting under linux for compute tasks. Maybe it's fine!

MBP 2018 16 inch + Razer Core X@40Gbps-TB1 (Zotac RTX 2080 Ti Amp) + Ubuntu 20.04, Win10

 
2011 13" MacBook Pro [2nd,2C,M] + RTX 2080 Ti @ 10Gbps-TB1>TB3 (Razer Core X) + Linux Ubuntu 18.04.02 LTS [build link]  


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OliverB
(@oliverb)
Noble Member
Joined: 2 years ago
 
Posted by: DrEGPU

I get that there are issues with the VII. That's why I specifically want to see how it performs in an eGPU setting under linux for compute tasks. Maybe it's fine!

Raw computing numbers (gpgpu) are very good. Especially the FP64 performance of Radeon VII is amazing. Scientific calculations profit most of this, standard software doesn't.

This post was modified 1 year ago

2018 15" MBP & 2015 13" MBP connected to RTX2080Ti GTX1080Ti GTX1080 Vega56 RX580 R9-290 GTX680

 
2018 15" MacBook Pro (RP560X) [8th,6C,H] + RX 5700 XT @ 32Gbps-TB3 (ASUS XG Station Pro) + Win10 & macOS 10.15.4 [build link]  


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DrEGPU
(@dregpu)
Trusted Member
Joined: 2 years ago
 

@OliverB Have you tried installing the CUDA and cuDNN libraries in Mojave using the kepler cards?

MBP 2018 16 inch + Razer Core X@40Gbps-TB1 (Zotac RTX 2080 Ti Amp) + Ubuntu 20.04, Win10

 
2011 13" MacBook Pro [2nd,2C,M] + RTX 2080 Ti @ 10Gbps-TB1>TB3 (Razer Core X) + Linux Ubuntu 18.04.02 LTS [build link]  


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OliverB
(@oliverb)
Noble Member
Joined: 2 years ago
 
Posted by: DrEGPU

@OliverB Have you tried installing the CUDA and cuDNN libraries in Mojave using the kepler cards?

@dregpu
I had CUDA installed on my older macbook. After the update to Mojave, they didn't work anymore. I haven't tried to solve this yet. I never tried cuDNN. I think it is safe to say that they won't work unless explcitely said.

2018 15" MBP & 2015 13" MBP connected to RTX2080Ti GTX1080Ti GTX1080 Vega56 RX580 R9-290 GTX680

 
2018 15" MacBook Pro (RP560X) [8th,6C,H] + RX 5700 XT @ 32Gbps-TB3 (ASUS XG Station Pro) + Win10 & macOS 10.15.4 [build link]  


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