[llvm-dev] [PM] I think that the new PM needs to learn about inter-analysis dependencies...

[Mehdi Amini via llvm-dev]

Sent from my iPhone

> On Jul 14, 2016, at 7:21 PM, Hal Finkel <hfinkel at anl.gov> wrote:
> 
> Hi Sean,
> 
> Thanks for writing all of this up. I'll go back to my previous position: we need a general dependency graph built as the analysis cache is used.

I share the same feeling.

> It should have the following properties:
> 
>  1. When we call getResult or getCachedResult on an analysis manager, we record a dependency of the current pass on the returned result.

Because of the hard vs soft dependency, I'm not sure if this has to be implicit or if it'd be better made explicit though, i.e. with a separate API call.

-- 
Mehdi


>  2. This dependency needs to be stored such that it can be used to invalidate the current result when the returned result is invalidates and so that the dependency can be deleted when the current result is invalidated.
> 
> As I understand the problem, this is a fully-general solution. I see no reason not to have a fully-general solution.
> 
> Thanks again,
> Hal
> 
> From: "Sean Silva" <chisophugis at gmail.com>
> To: "Chandler Carruth" <chandlerc at gmail.com>
> Cc: "Xinliang David Li" <davidxl at google.com>, "llvm-dev" <llvm-dev at lists.llvm.org>, "Davide Italiano" <dccitaliano at gmail.com>, "Tim Amini Golling" <mehdi.amini at apple.com>, "Hal Finkel" <hfinkel at anl.gov>, "Sanjoy Das" <sanjoy at playingwithpointers.com>, "Pete Cooper" <peter_cooper at apple.com>
> Sent: Thursday, July 14, 2016 4:11:58 AM
> Subject: Re: [PM] I think that the new PM needs to learn about inter-analysis dependencies...
> 
> 
> 
>> On Thu, Jul 14, 2016 at 12:51 AM, Sean Silva <chisophugis at gmail.com> wrote:
>> 
>> 
>>> On Wed, Jul 13, 2016 at 1:48 AM, Sean Silva <chisophugis at gmail.com> wrote:
>>> 
>>> 
>>>> On Wed, Jul 13, 2016 at 12:34 AM, Chandler Carruth <chandlerc at gmail.com> wrote:
>>>>> On Wed, Jul 13, 2016 at 12:25 AM Sean Silva <chisophugis at gmail.com> wrote:
>>>>>> On Tue, Jul 12, 2016 at 11:39 PM, Chandler Carruth <chandlerc at gmail.com> wrote:
>>>>>>> On Tue, Jul 12, 2016 at 11:34 PM Sean Silva <chisophugis at gmail.com> wrote:
>>>>>>>> On Tue, Jul 12, 2016 at 11:32 PM, Xinliang David Li <davidxl at google.com> wrote:
>>>>>>>> 
>>>>>>>> 
>>>>>>>>> On Tue, Jul 12, 2016 at 10:57 PM, Chandler Carruth <chandlerc at gmail.com> wrote:
>>>>>>>>> Yea, this is a nasty problem.
>>>>>>>>> 
>>>>>>>>> One important thing to understand is that this is specific to analyses which hold references to other analyses. While this isn't unheard of, it isn't as common as it could be. Still, definitely something we need to address.
>>>>>>>> 
>>>>>>>> We can call this type of dependencies (holding references) hard-dependency. The soft dependency refers to the case where analysis 'A' depends on 'B' during computation, but does not need 'B' once it is computed.
>>>>>>>> 
>>>>>>>> There are actually quite a few examples of hard-dependency case. For instance LoopAccessInfo, LazyValueInfo etc which hold references to other analyses.
>>>>>>>> 
>>>>>>>> Problem involving hard-dependency is actually easier to detect, as it is usually a compile time problem. Issues involving soft dependencies are more subtle and can lead to wrong code gen.
>>>>>>> 
>>>>>>> Did you mean to say that soft-dependency problems are easier to detect? At least my intuition is that soft-dependency is easier because there is no risk of dangling pointers to other analyses.
>>>>>> 
>>>>>> The issue is that the fact that there is *any* dependency isn't clear.
>>>>>> 
>>>>>> However, I think the only real problem here are these "hard dependencies" (I don't really like that term though). For others, only an analysis that is *explicitly* preserved survives. So I'm not worried about the fact that people have to remember this.
>>>>>> 
>>>>>> The question is how often there are cross-data-structure references. David mentions a few examples, and I'm sure there are more, but it isn't clear to me yet whether this is pervasive or occasional.
>>>>> 
>>>>> 
>>>>> I just did a quick run-through of PassRegistry.def and this is what I found:
>>>>> 
>>>>> Module analyses: 0/5 hold pointers to other analyses
>>>>> CallGraph: No pointers to other analyses.
>>>>> LazyCallGraph: No pointers to other analyses.
>>>>> ProfileSummaryAnalysis: No pointers to other analyses.
>>>>> TargetLibraryAnalysis: No pointers to other analyses.
>>>>> VerifierAnalysis: No pointers to other analyses.
>>>>> 
>>>>> Module alias analyses: 1/1 keeps pointer to other analysis.
>>>>> GlobalsAA: Result keeps pointer to TLI (this is a function analysis).
>>>>> 
>>>>> Function analyses: 9/17 keep pointers to other analysis
>>>>> AAManager: Its Result holds TLI pointer and pointers to individual AA result objects.
>>>>> AssumptionAnalysis: No pointers to other analyses.
>>>>> BlockFrequencyAnalysis: Its Result holds pointers to LoopInfo and BPI.
>>>>> BranchProbabilityAnalysis: Stores no pointers to other analyses. (uses LoopInfo to "recalculate" though)
>>>>> DominatorTreeAnalysis: Stores no pointers to other analyses.
>>>>> PostDominatorTreeAnalysis: Stores no pointers to other analyses.
>>>>> DemandedBitsAnalysis: Stores pointers to AssumptionCache and DominatorTree
>>>>> DominanceFrontierAnalysis: Stores no pointers to other analyses. (uses DominatorTreeAnalysis for "recalculate" though).
>>>>> LoopInfo: Uses DominatorTreeAnalysis for "recalculate" but stores no pointers.
>>>>> LazyValueAnalysis: Stores pointers to AssumptionCache, TargetLibraryInfo, DominatorTree.
>>>>> DependenceAnalysis: Stores pointers to AliasAnalysis, ScalarEvolution, LoopInfo
>>>>> MemoryDependenceAnalysis: Stores pointers to AliasAnalysis, AssumptionCache, TargetLibraryInfo, DominatorTree
>>>>> MemorySSAAnalysis: Stores pointers to AliasAnalysis, DominatorTree
>>>>> RegionInfoAnalysis: Stores pointers to DomTree, PostDomTree, DomFrontier
>>>>> ScalarEvolutionAnalysis: Stores pointers to TargetLibraryInfo, AssumptionCache, DominatorTree, LoopInfo
>>>>> TargetLibraryAnalysis: Has no dependencies
>>>>> TargetIRAnalysis: Has no dependencies.
>>>>> 
>>>>> Function alias analyses: 3/5 keep pointers to other analyses
>>>>> BasicAA: Keeps pointers to TargetLibraryInfo, AssumptionCache, DominatorTree, LoopInfo
>>>>> CFLAA: Keeps pointer to TargetLibraryInfo
>>>>> SCEVAA: Keeps pointer to ScalarEvolution
>>>>> ScopedNoAliasAA: No dependencies
>>>>> TypeBasedAA: No dependencies
>>>>> 
>>>>> 
>>>>> Total: 13/28 analyses (~50%) hold pointers to other analyses.
>>>>> Of the 15/28 analyses that don't hold pointers, 12/15 simply have no dependencies. Only 3/15 (BPI, LoopInfo, DominanceFrontier) have dependencies that are used just for a "recalculate" step that retains no pointers.
>>>>> So I think it is fair to say that analyses which hold pointers to other analyses is not an exceptional case. In fact, analyses that use other analyses just for a "recalculate" step seems to be the exceptional case (only 3/28 or about 10%)
>>>> 
>>>> Interesting!
>>>> 
>>>> Most of these look like they hold a pointer to the root analysis as opposed to detailed objects *inside* the analysis?
>>>> 
>>>> It might make sense to try to handle this very specific pattern in a special way of overriding the invalidate routines is too error prone.... We could try to make this work "automatically" but I'm worried this would be challenging to get right. Open to suggestions of course.
>>>> 
>>>> Any other ideas about what would make sense to handle this?
>>>> 
>>>> Does it make sense to override the invalidate routines now and iterate from there? I feel like you've done a lot of the research necessary for this already...
>>> 
>>> I'll keep pushing forward tomorrow with building test-suite successfully using the new PM for the LTO pipeline (I was doing some unrelated LLD stuff for most of today). It will be interesting to see how many `invalidate` overrides will be needed to avoid these issues for just the LTO pipeline on test-suite.
>> 
>> I spent the better part of today working on this and will continue tomorrow; this problem seems nastier than I thought. For some reason the LTO pipeline (or something about LTO) seems to hit on these issues much more (I'm talking like 40k lines of ASan error reports from building test-suite with the LTO pipeline in the new PM; per-TU steps still using the old PM). Some notes:
>> 
>> - BasicAA's dependence on domtree and loopinfo in the new PM seems to account for quite a few of the problems.
>> - BasicAA and other stuff are marked (by overriding `invalidate` to return false) to never be invalidated because they are "stateless". However they still hold pointers and so they do need to be invalidated.
>> - CallGraph uses AssertingVH (PR28400) and so I needed a workaround similar to r274656 in various passes.
>> - D21921 is holding up -- I haven't hit any issues with the core logic of that patch.
>> - AAResults holds handles to various AA result objects. This means it pretty much always needs to be invalidated unless you are sure that none of the AA's will get invalidated.
>> 
>> 
>> The existing `invalidate` method doesn't have the right semantics for even an error-prone solution :( We are going to need to make some significant changes to even get basic sanity I think. Perhaps each analysis can expose a "preserve" static function. E.g. instead of `PA.preserve<Foo>();` you have to do `Foo::setPreserved(PA);`.
>> I'm actually not quite sure that that will even work. Once I have test-suite fully building successfully with the LTO pipeline in the new PM I'll be able to give a more confident answer (esp. w.r.t. the manager for different IRUnitT's).
>> But at this point I'm not confident running *any* pass pipeline in the new PM without at least assertions+ASan.
>> 
>> We may want to have a proper design discussion around this problem though.
>> 
>> Also I'd like to have test-suite working (by hook or by crook) with LTO in the new PM so we can get some numbers on the resident set impact of all this caching; if it is really problematic then we may need to start talking front-and-center about different invalidation policies for keeping this in check instead of leaving it as something that we will be able to patch later.
>> 
>> 
>> 
>> The more I think about it, the more I'm convinced that the real "hard" problem that the new PM is exposing us to is having the ability for any pass to ask for any analysis on any IRUnitT (and any specific IRUnit of that IRUnitT) and have the result stored somewhere and then invalidated. This means that "getAnalysisUsage" is not just a list of passes, but much more complicated and is essentially a set of arbitrary pairs "(analysis, IRUnit)" (and the associated potential tangle of dependencies between the state cached on these tuples). With the old PM, you essentially are looking at a problem of scheduling the lifetime of analyses of the same IRUnit intermingled with transformation passes on that same IRUnit, so you only have the "analysis" part of the tuple above, making things much simpler (and handling dependencies is much simpler too).
> 
> To clarify, it seems like the current new PM is essentially trying to solve the problem of maintaining/updating a mapping:
> (Analysis, IRUnit) -> AnalysisResult
> where the AnalysisResult's can have an arbitrary dependency on an arbitrary set of other AnalysisResult's currently maintained in this mapping. In order to invalidate any AnalysisResult you need to invalidate all AnalysisResult's that transitively depend on it. Therefore the right-hand side of this mapping needs to be something like `(AnalysisResult, SetOfDependents)`.
> So the mapping is really `(Analysis, IRUnit) -> (AnalysisResult, SetOfDependents)`
> Also, this mapping can be updated at any point during the execution of a transformation pass (and various other places) and must stay correct as the IR is changed (more on this below).
> For example, you might have something like:
> (DominatorTreeAnalysis, function @foo) -> (DominatorTree for @foo, [(DemandedBitsAnalysis, function @foo)])
> (AssumptionAnalysis, function @foo) -> (AssumptionCache for @foo, [(DemandedBitsAnalysis, function @foo)])
> (DemandedBitsAnalysis, function @foo) -> (DemandedBits for @foo, [])
> (AssumptionAnalysis, function @bar) -> (AssumptionCache for @bar, [(SomeModuleAnalysis, module TheModule)])
> (AssumptionAnalysis, function @baz) -> (AssumptionCache for @baz, [(SomeModuleAnalysis, module TheModule)])
> (SomeModuleAnalysis, module TheModule) -> (SomeModuleAnalysisResult for TheModule, [(SomeFunctionAnalysis, function @baz)])
> (SomeFunctionAnalysis, function @baz) -> (SomeFunctionAnalysisResult for @baz, [])
> 
> So for example, when a transformation pass invalidates `(AssumptionAnalysis, function @bar)`, we need to walk `(SomeModuleAnalysis, module TheModule)` and `(SomeFunctionAnalysis, function @baz)` to invalidate them.
> 
> 
> Compare this with the old PM (although like I said we have outgrown this model). Essentially you take the previous mapping, and require IRUnit to be a constant at any given point in time. Hence the mapping is essentially
> Analysis -> AnalysisResult
> Since this is 1:1 there is no real distinction between the Analysis and the AnalysisResult (and as part of transitioning to the new PM this has had to be untangled).
> This also makes the dependencies simpler since you just have a set of "what analyses have been run at this point". You just need to run the analyses individually and make sure they are in the right order. Also, getAnalysis just takes the Analysis to get the AnalysisResult which makes it simpler -- you just query which analyses are live.
> 
> 
> Also, the mapping `(Analysis, IRUnit) -> (AnalysisResult, SetOfDependents)` that the new PM is essentially trying to keep is even more complicated because for e.g. Loop and CGSCC passes the IRUnit itself is an object created by an analysis and subject to invalidation of that analysis as the IR changes underneath it.
> 
> And then there is the question of at what points must this mapping be valid (i.e. no stale analysis results, no dangling pointers, etc.) and when the transitive invalidation walking happens. Evidently while a transformation pass is running, things might temporarily be stale; what are the "checkpoints" where the mapping is guaranteed to be valid? At the start of each transformation pass? At least Chandler's D21464 does not stick to this because the IRUnit's (SCC's) are only updated at the end of running potentially many function transformation passes. I.e. all but the first function transformation pass might observe stale IRUnit's (SCC's).
> 
> One other thing to note is that soft-dependencies (using David's terminology) don't require this kind of dependency tracking. An analysis result can be cached even though its soft-dependencies are not cached. And invalidation of soft-dependencies does not require invalidating the soft-dependents. Actually, this makes it the terminology "soft" and "hard' quite natural; "hard" requires an edge to track the dependency for invalidation purposes, "soft" does not.
> 
> This is all quite general. Perhaps too much. We clearly need to go beyond the old PM's model, but we may not need to go to the fully general case. Is there a good middle-ground that meets our needs? What restrictions would we be willing to live with in order to make it easier? The first one on my list is to not have the IRUnit's themselves depend on analyses. Like Chandler mentioned on D21921 this has the effect of e.g. preventing caching across the intervening module pass in a case like `module(cgscc(require<foo-cgscc-analysis>),some-module-pass-that-makes-no-changes,cgscc(some-cgscc-pass-that-uses-foo-cgscc-analysis))` but that seems like a restriction we can live with.
> 
> 
> Again, sorry for the braindump.
> 
> 
> -- Sean Silva
>  
>> We've obviously outgrown this model with examples like LAA, AssumptionCacheTracker, etc. that hack around this in the old PM. We may want to have a fresh re-examination of what problems we are exactly trying to solve.
>> 
>> For me, my main concern now is what changes need to be made in order to feel confident running a pipeline in the new PM without assertions+ASan.
>> 
>> 
>> Sorry for the long post, just brain-dumping before heading home.
>> 
>> -- Sean Silva
>> 
>> 
>>  
>>> 
>>> -- Sean Silva
>>> 
>> 
> 
> 
> 
> 
> -- 
> Hal Finkel
> Assistant Computational Scientist
> Leadership Computing Facility
> Argonne National Laboratory
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