[argobots-discuss] constraining overall stack memory allocation
carns at mcs.anl.gov
Mon Jun 20 08:27:08 CDT 2022
This is fantastic, Shintaro. That sounds like exactly what I was hoping
We have a benchmark that I think will work well for isolating this
behavior; we'll try some experiments and let you know what we find.
I'll modify our benchmark to track memory consumption first so that we
have the metric ready when we do parameter sweeps.
We do actually already constrain the stack cache size (this was
necessary early on for us because of the large stacks we use), so we
should be all set there. We also have a custom pool that prioritizes
completing existing ULTs before presenting new ones to the scheduler. I
think that might help us get a little more benefit out of the lazy stack
allocation as well.
If this proves to be helpful for our workload, is this something that
could plausibly be a run-time rather than compile-time option?
On 6/16/22 7:43 PM, Shintaro Iwasaki wrote:
> Hi Phil,
> Thanks for using Argobots! I believe it's about memory
> consumption issues regarding ULT stacks.
> > What would be ideal for me would be if ABT_thread_create() would
> defer stack allocation somehow.
> I believe https://github.com/pmodels/argobots/pull/356 (merged)
> exactly does this. This configuration is disabled by default, so
> please set --enable-lazy-stack-alloc at configure time.
> Argobots needs to keep
> - "full stacks [*1]" (in this case, 2MB) per "active" (i.e.,
> "executing" + "suspending") ULT
> Intuitively, Argobots must have a full ULT stack to save an
> intermediate ULT execution state, in addition to a stack space for a
> currently executing ULT. This is the minimum stack requirement for
> [*1] There was a long discussion in
> https://github.com/pmodels/argobots/issues/274, but basically it's not
> possible to allocate small stack first and expand it later within
> A ULT stack is assigned when a ULT is executed (not created). The
> stack is reclaimed when a ULT is finished (not freed). This can
> achieve the minimum stack use calculated based on [Background]. See
> the PR for details. The PR explains it using some figures.
> [Reduce More]
> 1. This does not include the ULT stack pool (=cache), so if you want
> to further reduce memory usage, please shrink the stack pool size.
> This pool mechanism just increases the constant amount of memory
> consumption, so this pool cache won't affect the memory footprint
> much, I believe. Shrinking this can negatively affect the performance.
> 2. Even if you allocate a stack in this way, still you need 2MB per
> "suspended ULT". If most of the ULTs launch and then immediately
> yield, this "enable-lazy-stack-alloc" method does not reduce memory
> consumption. If you need to immediately yield, instead of yielding,
> please create a new ULT for continuation and exit the ULT; if so,
> Argobots does not need to save a full ULT stack per yielded ULT. (A
> newly created ULT does not have a ULT stack since it has not started yet).
> I might not fully understand the use case, but hopefully this flag
> helps. Please let me know if you have any questions or suggestions.
> On Thu, Jun 16, 2022 at 1:57 PM Phil Carns via discuss
> <discuss at lists.argobots.org> wrote:
> Hi all,
> I was rummaging around in the code looking for ideas just now and
> figured I might save myself some time by asking on the list to see if
> anyone else has encountered this.
> A quick review of the use case: we are using large stack sizes (2 MiB
> right now, though we could probably go lower but it will still be
> larger than the ABT default). We also create, execute, and
> complete a
> large number of detached ULTs. Only a very few are intentionally
> Our current strategy is that a central producer (who drives network
> progress) creates ULTs that may be placed on other pools/ESs
> on configuration.
> I had *thought* that the ULT stacks were not allocated until the
> ULT was
> selected for execution by a scheduler, but I see now that's not the
> case. The stack is allocated up front at ABT_thread_create()
> time. I'm
> kicking myself for not understanding that sooner. It didn't
> matter so
> much when we used to use small stack sizes.
> At any rate, at this point this strategy has a few implications.
> If the
> ES schedulers don't retire old ULTs fast enough (even if they are
> "close" to completion) then we can balloon memory consumption even
> if it
> doesn't look like our actual concurrency is all that high, simply
> because we are greedily taking more memory for stacks without
> regard to
> ULT completion. Secondly, the one producer is always paying the
> allocation cost, and the memory is always local to that one core.
> What would be ideal for me would be if ABT_thread_create() would
> stack allocation somehow. Ideally not consuming so much memory for a
> thread until a) it can really be executed and b) the scheduler
> thinks it
> is a good idea to do so. Even better if the the allocation were
> in the
> context of the ES that popped the thread, rather than the ES that
> spawned the thread.
> Is this possible?
> It would be neat if this could be done internal to Argobots
> somehow for
> generality for my use case, but walking through the code I have the
> sinking feeling that we need to do this above Argobots (explicitly
> queueing up work and letting the "worker" execution streams create
> own ULTs to perform that work a needed, rather than letting the ULT
> pools within Argobots serve double duty as our work queue).
> I'm comfortable with custom pools and schedulers, but it looks
> like the
> key step is already out of our hands at ULT creation time so there
> much a custom pool or scheduler could do.
> Thanks for hearing me out, and thanks in advance for feedback
> (even if
> it takes the form of "that's a silly idea" :) ).
> discuss mailing list
> discuss at lists.argobots.org
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