Might TornadoVM be of use here?

https://www.infoq.com/presentations/tornadovm-java-gpu-fpga/

https://www.infoq.com/articles/tornadovm-java-gpu-fpga/

If Dr Fumero is not on this list, I can introduce you to him by email.

Thanks,

Ben

On Sun, 21 Mar 2021 at 19:36, William Pietri <[email protected]> wrote:
>
>
> Years of coding, performance tuning, and ops work have given me some level of 
> mechanical sympathy, albeit nothing like many of the contributors to this 
> list. But now dealing with GPUs I feel like a noob again. 8704 cores! And I 
> feel like I'm peering through a keyhole trying to figure out what's going on 
> in there.
>
> These days I'm working on the Anti-Defamation League's Online Hate Index. We 
> are creating ML models to spot many kinds of hate, and we aim to apply them 
> at scale to high-volume sources like social media. Luckily, ML experts are 
> handling the modeling. I'm mainly working on the "at scale" part. As a 
> non-profit, optimizing for cost is especially important to us, so I really 
> need to understand the performance.
>
> What tools and resources do folks here like for developing their intuitions 
> about GPU activity? And if you have ML-specific resources, even better.
>
> Thanks,
>
> William
>
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