Hi,

Since you mentioned the GPUs on your desktop, I assume it's about the
GPU-based Chrono DEM tools. You should be able to simply run a couple of
them on parallel, but truthfully, about the throughput impact, we never
tested.

My guess would be that on consumer GPUs, running 2 or 3 instances together
may slightly improve the throughput. On data center GPUs, running a small
number of instances may moderately improve the throughput. Again, this is a
guess and I am nore than interested in knowing your findings should you
test it out.

Thank you,
Ruochun

On Thu, May 30, 2024, 7:16 AM Jared Long-Fox <[email protected]>
wrote:

> Hello all! I am working on a project in which I need to calibrate a model
> to experimental data. To do this, I need to run a parameter estimation
> algorithm such as Monte Carlo or a grid search to sweep across parameter
> values to determine which model parameters give the best fit to the data.
>
> However, such calibrations take hundreds to thousands of model runs. There
> are ways to reduce this, but I was originally planning on running multiple
> DEM models in parallel instead of in serial to speed the process up. Is it
> possible to run more than one Chrono model at once on a single machine such
> as my desktop workstation (assuming sufficient hardware, e.g., 2x NVIDIA
> 3090 GPUs)? If so, how much performance is sacrificed (if any)?
>
> Thank you all for the time, consideration, and insights on this!
>
>
> All the best,
> Jared Long-Fox
>
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