Oh, and possibly there may be complications in case you have multiple
CPUs but only one GPU?

On Tue, May 24, 2011 at 10:42 AM, Mark Boon <[email protected]> wrote:
> On Tue, May 24, 2011 at 10:30 AM, Michael Williams
> <[email protected]> wrote:
>> Yeah, that seems like it would work well.  And you could probably do many
>> playouts at each leaf, instead of one.
>>
>
> From the little I know about GPU programming, I understood that in
> order to get good parallelism you'll have no choice but to do many
> simulations simultaneously to make it worth it.
>
> But for MCTS it's not very efficient to simulate the same leaf many
> times at once. So it will probably only be worth it if you can get in
> a fairly large number of simulations at similar cost to one simulation
> done by a CPU.
>
> Mark
>
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