[llvm-dev] RFC: Synthetic function entry counts
Philip Reames via llvm-dev
llvm-dev at lists.llvm.org
Thu Dec 14 16:33:17 PST 2017
On 12/14/2017 01:44 PM, Xinliang David Li wrote:
> On Thu, Dec 14, 2017 at 1:03 PM, Philip Reames
> <listmail at philipreames.com <mailto:listmail at philipreames.com>> wrote:
> This really sounds like it should be an analysis pass.
> Summarizing the results into the IR using the existing
> entry_county attributes sounds like a workaround for an
> invalidation problem more than anything else.
> I think it is not a workaround. The strength of the proposal is that
> it fits really naturally with the PGO infrastructure -- all the
> existing profile update mechanism (currently mainly inliner) can be
> reused. Most of the PGO related query interfaces can also be reused
> so that there is very little change from the client side.
Understood. On the other hand, these could also be structured as
analysis updates done by the transforms and the users could consume the
> The inter-procedural frequency propagation also needs to happen in the
> thinLink time for thinLTO which should not touch IR except summary data.
Hm, this is a really good point. I'd missed that in the original doc.
Given this, the design makes a lot of sense.
Personally, I'd still lean towards trying to structure this as an
analysis, but that's a weakly held opinion. Don't let it block you from
> You acknowledge this in your alternatives discussion, but I don't
> follow why BFI invalidation at the function level has to
> invalidate the inter procedural result. You'd certainly need to
> use BFI when *running* your analysis, but once computed the
> results should be stable across updates within the function. You
> might need update logic for inlining, outlining, and mergefunc,
> but that should be it in terms of current LLVM transforms?
> On 12/12/2017 05:02 PM, Easwaran Raman via llvm-dev wrote:
>> Functions in LLVM IR have a function_entry_count metadata that is
>> attached in PGO compilation. By using the entry count together
>> with the block frequency info, the compiler computes the profile
>> count of call instructions based on which the hotness/coldness of
>> callsites can be determined. Experiments have shown that using a
>> higher threshold for hot callsites results in improved runtime
>> performance of the generated code without significant code size
>> increases. We propose to generate synthetic function counts for
>> non-PGO compilation and use the counts for boosting hot callsites
>> during inlining.
>> Synthetic function entry counts of functions are initialized
>> based on properties of the function such as whether it is visible
>> outside the module, whether it has an inline keyword and so on.
>> Then, the callgraph SCC is traversed in reverse post-order.
>> Counts of callsites are determined based on the entry count and
>> the block frequency of the callsite. The callsite count gets
>> added to the entry count of the callee. For targets of indirect
>> calls, we will use the !callees metadata to find the possible
>> targets and distribute the count equally among them. For
>> functions in a non-trivial SCC, the algorithm has to ensure that
>> the counts are stable and deterministic.
>> In ThinLTO mode, the function summary contains the list of call
>> edges from the function. We propose to add the relative block
>> frequency on these edges. During the thinlink phase, we propagate
>> the function counts on the entire call graph and update the
>> function summary with the synthetic counts. Additionally, we plan
>> to use the computed counts to drive the importing decisions.
>> Alternative approach
>> An alternative to generating synthetic counts is to make block
>> frequency info an inter-procedural analysis. Such an analysis
>> would allow comparing BFI of callsites in two different
>> functions. This has several downsides:
>> The inter-procedural BFI computation is likely to be more
>> expensive in terms of compile-time.
>> Many function passes invalidate the BFI. This will require
>> selective invalidation of function BFIs.
>> Inliner correctly updates function counts of a callee after a
>> callsite is inlined. We can piggyback on this mechanism by
>> using synthetic counts.
>> LLVM Developers mailing list
>> llvm-dev at lists.llvm.org <mailto:llvm-dev at lists.llvm.org>
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