From 1aca073e592fb6d451967bcfa0d83ace35399710 Mon Sep 17 00:00:00 2001 From: Eugene Rozenfeld Date: Tue, 29 May 2018 14:35:34 -0700 Subject: [PATCH] Document describing upcoming object stack allocation work. --- .../design-docs/object-stack-allocation.md | 199 ++++++++++++++++++ .../images/GreenNode_WriteTo_CallGraph.png | Bin 0 -> 151395 bytes 2 files changed, 199 insertions(+) create mode 100644 Documentation/design-docs/object-stack-allocation.md create mode 100644 Documentation/images/GreenNode_WriteTo_CallGraph.png diff --git a/Documentation/design-docs/object-stack-allocation.md b/Documentation/design-docs/object-stack-allocation.md new file mode 100644 index 000000000000..e39942978355 --- /dev/null +++ b/Documentation/design-docs/object-stack-allocation.md @@ -0,0 +1,199 @@ +# Object Stack Allocation + +This document describes work to enable object stack allocation in .NET Core. + +## Motivation + +In .NET instances of reference types are allocated on the garbage-collected heap. +Such allocations have performance overhead at garbage collection time. The allocator also has to ensure that the memory is fully zero-initialized. +If the lifetime of an object is bounded by the lifetime of the allocating method, the allocation +may be moved to the stack. The benefits of this optimization: + +* The pressure on the garbage collector is reduced because the GC heap becomes smaller. The garbage collector doesn't have to be involved in allocating or deallocating these objects. +* Object field accesses may become cheaper if the compiler is able to do scalar replacement of the fields of the stack-allocated object +(i.e., if the fields can be promoted). +* Some field zero-initializations may be elided by the compiler. + +Object stack allocation is implemented in +various Java runtimes. This optimization is more important for Java since it doesn't have value types. + +## GitHub issues + +[roslyn #2104](https://github.com/dotnet/roslyn/issues/2104) Compiler should optimize "alloc temporary small object" to "alloc on stack" + +[coreclr #1784](https://github.com/dotnet/coreclr/issues/1784) CLR/JIT should optimize "alloc temporary small object" to "alloc on stack" automatically + +## Escape Analysis + +An object is said to escape a method if it can be accessed after the method's execution has finished. +An object allocation can be moved to the stack safely only if the object doesn't escape the allocating method. + +Several escape algorithms have been implemented in different Java implementations. Of the 3 algorithms listed in [references](References), +[[1]](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.73.4799&rep=rep1&type=pdf) +is the most precise and most expensive (it is based on connection graphs) and was used in the context of a static Java compiler, +[[3]](https://pdfs.semanticscholar.org/1b33/dff471644f309392049c2791bca9a7f3b19c.pdf) +is the least precise and cheapest (it doesn't track references through assignments of fields) and was used in MSR's Marmot implementation. +[[2]](https://www.usenix.org/legacy/events/vee05/full_papers/p111-kotzmann.pdf) +is between +[[1]](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.73.4799&rep=rep1&type=pdf) and +[[3]](https://pdfs.semanticscholar.org/1b33/dff471644f309392049c2791bca9a7f3b19c.pdf) +both in analysis precision and cost. It was used in Java HotSpot. + +Effectiveness of object stack allocation depends in large part on whether escape analysis is done inter-procedurally. +With intra-procedural analysis only, the compiler has to assume that arguments escape at all non-inlined call sites, +which blocks many stack allocations. In particular, assuming that 'this' argument always escapes hurts the optimization. +[[4]](http://www.ssw.uni-linz.ac.at/Research/Papers/Stadler14/Stadler2014-CGO-PEA.pdf) describes an approach that +handle objects that only escape on some paths by promoting them to the heap "just in time" as control reaches those paths. + +There are several choices for where escape analysis can be performed: + +### Analysis in the jit +**Pros:** +* The jit can analyze callee's code (subject to some restrictions, e.g., when running under profiler) + since there are no versioning considerations at jit time. +* The optimization will apply to any msil code regardless of the language compiler or msil post-processing tools. +* The jit already has IR that's suitable for escape analysis. + +**Cons:** +* The jit analyzes methods top-down, i.e., callers before callees (when inlining), which doesn't fit well with the stack allocation optimization. +* Full interprocedural analysis is expensive for the jit, even at high tiering levels. Background on-demand/full interprocedural analysis might be feasible + if we have the ability to memoize method properties with (in)validation. + +Possible approaches to interprocedural analysis in the jit: +* We can run escape analysis concurrently with inlining and analyze callee's parameters for escaping while inspecting +inline candidates. The results of such analysis can be cached. +* We can adjust inlining heuristics to give more weight to candidates whose parameters have references to potentially +stack-allocated objects. Inlining such methods may result in additional benefits if the jit can promote fields of the +stack-allocated objects. +* For higher-tier jit the order of method processing may be closer to bottom-up, i.e., callees before callers. That may + help with running stack allocation optimization. + +### Analysis in ngen/crossgen +**Pros:** +* ngen/crossgen can afford to spend more time for escape analysis. +* The jit already has IR that's suitable for escape analysis. + +**Cons:** +* crossgen in Ready-To-Run mode is not running on generic methods that cross assembly boundaries. +* crossgen in Ready-To-Run mode is not allowed to analyze code of methods from other assemblies. +* newobj in Ready-To-Run mode is more abstract and introducing a hard dependence on ref class size and layout may interfere +with version reseliency. + +### Analysis in ILLink +**Pros:** +* ILLInk can afford to spend more time for escape analysis. +* For self-contained apps, ILLink has access to all of application's code and can do full interprocedural analysis. +* ILLink is already a part of System.Private.CoreLib and CoreFX build toolchain so the assemblies built there can benefit +from this. + +**Cons:** +* The implementation will only benefit customers that have ILLink in their toolchain +* ILLink operated on a view of metadata and raw msil instructions, it currently doesn't have a call graph or IR representation +suitable for escape analysis. + +The results of escape analysis in the linker may be communicated to the jit by injecting an intrinsic call right before or after +newobj for the object that was determined to be non-escaping. Note that assemblies may lose verifiability with this approach. +An alternative is to annotate parameters with escape information so that the annotations can be verified by the jit with +local analysis. + +If the methods whose info was used for interprocedural escape analysis are allowed to change after the analysis, the jit either needs +to inline those methods or there should be a mechanism to immediately revoke methods with stack allocated objects that relied on +that analysis. + +## Other restrictions on stack allocations + +* Objects with finalizers can't be stack-allocated since they always escape to the finalizer queue. +* Objects allocated in a loop can be stack allocated only if the allocation doesn't escape the iteration of the loop in which it is +allocated. Such analysis is complicated and is beyond the scope of at least the initial implementation. +* Conditional object allocations (i.e., allocations that don't dominate the exit) need to be restricted to avoid growing the stack +unnecessarily. A possible approach is turning such allocations to dynamic stack allocations. +* There should be a limit on the maximum size of stack allocated objects. +* There may be restrictions for objects with weak GC fields (this needs to be investigated). + +## GC considerations + +The jit is responsible for reporting references to heap-allocated objects to the GC. With stack-allocated objects present in a method +a reference at a particular GC-safe point may be in one of 3 states: +* The reference always points to a heap object: the reference should be reported as TYPE_GC_REF. +* The reference always points to a stack object: the reference should not be reported to the GC. +* The reference may point to a heap object or to a stack object depending on control flow: the reference should be reported as TYPE_GC_BYREF. + +All GC fields of stack-allocated objects have to be reported to the GC, the same as for fields of stack-allocated value classes. + +When a field of an object is modified the jit may need to issue a write barrier: +* The reference always points to a heap object: normal write barrier should be used +* The reference always points to a stack object: no write barrier is needed +* The reference may point to a heap object or to a stack object depending on control flow: checked write barrier should be used + +## Existing Prototypes + +@echesakovMSFT implemented a [prototype](https://github.com/echesakovMSFT/coreclr/tree/StackAllocation) in 2016. + +The goal of the prototype was to have the optimization working end-to-end with a number of simplifications: +* A simple intra-procedural escape analysis based on +[[1]](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.73.4799&rep=rep1&type=pdf) +but without field edges in the connection graph. +* All call arguments are assumed to be escaping. +* Only simple objects are stack allocated, arrays of constant size are not analyzed. +* Only objects that are allocated unconditionally in the method are moved to the stack. An improvement here would +be allocating other objects dynamically on the stack. +* If at least one object in a method is stack allocated, all objects are conservatively reported as as TYPE_GC_BYREF +and a checked write barrier is used in the method. +* All objects allocated on the stack also have a pre-header allocated. Pre-header is used for synchronization +and hashing so we could eliminate it if we proved the object wasn't used for synchronization and hashing. + +We ran the prototype on System.Private.CoreLib via crossgen in 2016 and +objects at 21 allocation sites were moved to the stack. + +We also ran an experiment where we changed the algorithm to optimistically assume that no arguments escape. +The goal was to get an upper bound on the number of potential stack allocations. + +* 424 methods out of 6150 had allocations moved to the stack. +* 586 allocation sites out of 7977 were moved to the stack. +* One finding was that most sites were exception object allocations (5345), which almost never happen dynamically. +* Excluding exception allocations we had 586 allocation sites out of 2632 that could be moved to the stack. +So the upper bound from this experiment is 22.2%. + +@AndyAyersMS recently resurrected @echesakovMSFT work and used it to [prototype stack allocation of a simple delegate that's +directly invoked](https://github.com/dotnet/coreclr/compare/master...AndyAyersMS:NonNullPlusStackAlloc). It exposed a number of things that need to be +done in the jit to generate better code for stack-allocated objects. The details are in comments of +[coreclr #1784](https://github.com/dotnet/coreclr/issues/1784). + +We did some analysis of Roslyn csc self-build to see where this optimization may be beneficial. One hot place was found in [GreenNode.WriteTo](https://github.com/dotnet/roslyn/blob/fab7134296816fc80019c60b0f5bef7400cf23ea/src/Compilers/Core/Portable/Syntax/GreenNode.cs#L647). +This object allocation accounts for 8.17% of all object allocations in this scenario. The number is not as impressive as a percentage +of all allocated bytes: 0.67% (6.24 Mb out of 920.1 Mb) but it's just a single static allocation. +Below is the portion of the call graph the escape analysis will have to consider when proving this allocation is not escaping. +Green arrows correspond to the call sites that are inlined and red arrows correspond to the call sites that are not inlined. + +![Call Graph](../images/GreenNode_WriteTo_CallGraph.png) + +## Roadmap + +We will implement the optimization in the jit first and get as many cases as possible that don't require deep interprocedural analysis, +e.g., the delegate cases from the prototype mentioned above. We will also try to take advantage of the more suitable order of method +processing in higher-tier jit. + +The jit work includes removing the restrictions in @echesakovMSFT prototype, making escape analysis more sophisticated, making +changes for producing better code for stack-allocated objects (some of which @AndyAyersMS discovered while working on his prototype), +and updating inlining heuristics to help with object stack allocation. + +To get the maximum benefit from the optimization we will likely have to augment the jit analysis with more information. The information +may come from manual annotations or from a tool analysis. ILLink or the upcoming [CPAOT](https://github.com/dotnet/corert/tree/r2r) +may be appropriate places for ahead-of-time escape analysis. Self-contained applications will benefit the most from ILLink analysis +but framework assemblies can also be analyzed and annotated even though cross-assembly calls will have to be processed conservatively. + +In this context an algorithm similar to [[1]](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.73.4799&rep=rep1&type=pdf) can be used +to get the most accurate escape results. + +The cost of adding some infrastructure to ILLink (call graph, proper IR, etc.) will be amortized if we do other IL-to-IL optimizations in the future. +Also, we may be able to reuse the infrastructure from other projects, i.e., [ILSpy](https://github.com/icsharpcode/ILSpy/blob/da2f0d0b9143fb082a5529f78267fa36e8bf16f9/ICSharpCode.Decompiler/IL/ILReader.cs). + +## References + +[[1] Jong-Deok Choi at al. Stack Allocation and Synchronization Optimizations for Java Using Escape Analysis.](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.73.4799&rep=rep1&type=pdf) + +[[2] Thomas Kotzmann and Hanspeter Moessenbroeck. Escape Analysis in the Context of Dynamic Compilation and Deoptimization](https://www.usenix.org/legacy/events/vee05/full_papers/p111-kotzmann.pdf) + +[[3] David Gay and Bjarne Steensgaard. Fast Escape Analysis and Stack Allocation for Object-Based Programs](https://pdfs.semanticscholar.org/1b33/dff471644f309392049c2791bca9a7f3b19c.pdf) + +[[4] Lukas Stadler at al. Partial Escape Analysis and Scalar Replacement for Java](http://www.ssw.uni-linz.ac.at/Research/Papers/Stadler14/Stadler2014-CGO-PEA.pdf) diff --git a/Documentation/images/GreenNode_WriteTo_CallGraph.png b/Documentation/images/GreenNode_WriteTo_CallGraph.png new file mode 100644 index 0000000000000000000000000000000000000000..f729af991386dbfbe35e3a53dc02e75abd10ed5f GIT binary patch literal 151395 zcmYhicTkh<^F17T=q*5y7J6s~5Gm4o6G%XsAfbp9K|n=8DWUf!p^5Y^9i^y9Zw3@a z5Co)m1(VPM1bFj&p6C0UcV`$T{K0+Cm21!Lo^v(g4iu9S*-^l(E0Kom@pC2;t zH_R>oa9Lrjr+q8P=}!SwvAgxuup9y*ftVcUB+JNt!NkhJ!pf4)qJ1U9KvYlr%Jzfu z3=n#6Z;!TeKXCl{Z-?&Czn7n1_P_i4Q9^9yGVgFtJba%#X$W zi{d5|ftT4qrxXE03h2Gb$RO9kQIx<*QoPH$xKON>#yY2$fvfjw7Bb82p5O-k%PV8m zM2_#)os*`vwzj3o{};!)5AofX=YFHqNy$GsTR|z+a3i@)@~=OC=2e%K34fauk^~J1 zgR&Sa1hHzT8JgPTt~0k!tQ^yctg%f45g#B=C!{neIydY+Z$A#{@9#m4`dBm9qpd$7o>YOoUM@95X*H~;tA$qymVBYc`ha@W(f76r_t z;4dK(GJ_rE@slRHCMGgQ%Lp~AB)cJbNs8@a=Zpv3Bc?we^(|9t-ga=Puc)Xvy(@2Y 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