MI-Sched: handle latency of in-order operations with the new machine model.
The per-operand machine model allows the target to define "unbuffered" processor resources. This change is a quick, cheap way to model stalls caused by the latency of operations that use such resources. This only applies when the processor's micro-op buffer size is non-zero (Out-of-Order). We can't precisely model in-order stalls during out-of-order execution, but this is an easy and effective heuristic. It benefits cortex-a9 scheduling when using the new machine model, which is not yet on by default. MI-Sched for armv7 was evaluated on Swift (and only not enabled because of a performance bug related to predication). However, we never evaluated Cortex-A9 performance on MI-Sched in its current form. This change adds MI-Sched functionality to reach performance goals on A9. The only remaining change is to allow MI-Sched to run as a PostRA pass. I evaluated performance using a set of options to estimate the performance impact once MI sched is default on armv7: -mcpu=cortex-a9 -disable-post-ra -misched-bench -scheditins=false For a simple saxpy loop I see a 1.7x speedup. Here are the llvm-testsuite results: (min run time over 2 runs, filtering tiny changes) Speedups: | Benchmarks/BenchmarkGame/recursive | 52.39% | | Benchmarks/VersaBench/beamformer | 20.80% | | Benchmarks/Misc/pi | 19.97% | | Benchmarks/Misc/mandel-2 | 19.95% | | SPEC/CFP2000/188.ammp | 18.72% | | Benchmarks/McCat/08-main/main | 18.58% | | Benchmarks/Misc-C++/Large/sphereflake | 18.46% | | Benchmarks/Olden/power | 17.11% | | Benchmarks/Misc-C++/mandel-text | 16.47% | | Benchmarks/Misc/oourafft | 15.94% | | Benchmarks/Misc/flops-7 | 14.99% | | Benchmarks/FreeBench/distray | 14.26% | | SPEC/CFP2006/470.lbm | 14.00% | | mediabench/mpeg2/mpeg2dec/mpeg2decode | 12.28% | | Benchmarks/SmallPT/smallpt | 10.36% | | Benchmarks/Misc-C++/Large/ray | 8.97% | | Benchmarks/Misc/fp-convert | 8.75% | | Benchmarks/Olden/perimeter | 7.10% | | Benchmarks/Bullet/bullet | 7.03% | | Benchmarks/Misc/mandel | 6.75% | | Benchmarks/Olden/voronoi | 6.26% | | Benchmarks/Misc/flops-8 | 5.77% | | Benchmarks/Misc/matmul_f64_4x4 | 5.19% | | Benchmarks/MiBench/security-rijndael | 5.15% | | Benchmarks/Misc/flops-6 | 5.10% | | Benchmarks/Olden/tsp | 4.46% | | Benchmarks/MiBench/consumer-lame | 4.28% | | Benchmarks/Misc/flops-5 | 4.27% | | Benchmarks/mafft/pairlocalalign | 4.19% | | Benchmarks/Misc/himenobmtxpa | 4.07% | | Benchmarks/Misc/lowercase | 4.06% | | SPEC/CFP2006/433.milc | 3.99% | | Benchmarks/tramp3d-v4 | 3.79% | | Benchmarks/FreeBench/pifft | 3.66% | | Benchmarks/Ptrdist/ks | 3.21% | | Benchmarks/Adobe-C++/loop_unroll | 3.12% | | SPEC/CINT2000/175.vpr | 3.12% | | Benchmarks/nbench | 2.98% | | SPEC/CFP2000/183.equake | 2.91% | | Benchmarks/Misc/perlin | 2.85% | | Benchmarks/Misc/flops-1 | 2.82% | | Benchmarks/Misc-C++-EH/spirit | 2.80% | | Benchmarks/Misc/flops-2 | 2.77% | | Benchmarks/NPB-serial/is | 2.42% | | Benchmarks/ASC_Sequoia/CrystalMk | 2.33% | | Benchmarks/BenchmarkGame/n-body | 2.28% | | Benchmarks/SciMark2-C/scimark2 | 2.27% | | Benchmarks/Olden/bh | 2.03% | | skidmarks10/skidmarks | 1.81% | | Benchmarks/Misc/flops | 1.72% | Slowdowns: | Benchmarks/llubenchmark/llu | -14.14% | | Benchmarks/Polybench/stencils/seidel-2d | -5.67% | | Benchmarks/Adobe-C++/functionobjects | -5.25% | | Benchmarks/Misc-C++/oopack_v1p8 | -5.00% | | Benchmarks/Shootout/hash | -2.35% | | Benchmarks/Prolangs-C++/ocean | -2.01% | | Benchmarks/Polybench/medley/floyd-warshall | -1.98% | | Polybench/linear-algebra/kernels/3mm | -1.95% | | Benchmarks/McCat/09-vor/vor | -1.68% | llvm-svn: 196516
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@@ -1330,7 +1330,7 @@ public:
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/// Represent the type of SchedCandidate found within a single queue.
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/// pickNodeBidirectional depends on these listed by decreasing priority.
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enum CandReason {
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NoCand, PhysRegCopy, RegExcess, RegCritical, Cluster, Weak, RegMax,
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NoCand, PhysRegCopy, RegExcess, RegCritical, Stall, Cluster, Weak, RegMax,
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ResourceReduce, ResourceDemand, BotHeightReduce, BotPathReduce,
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TopDepthReduce, TopPathReduce, NextDefUse, NodeOrder};
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@@ -1583,6 +1583,10 @@ public:
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MaxExecutedResCount);
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}
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/// Get the difference between the given SUnit's ready time and the current
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/// cycle.
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unsigned getLatencyStallCycles(SUnit *SU);
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bool checkHazard(SUnit *SU);
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unsigned findMaxLatency(ArrayRef<SUnit*> ReadySUs);
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@@ -1869,6 +1873,23 @@ void GenericScheduler::registerRoots() {
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}
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}
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/// Compute the stall cycles based on this SUnit's ready time. Heuristics treat
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/// these "soft stalls" differently than the hard stall cycles based on CPU
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/// resources and computed by checkHazard(). A fully in-order model
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/// (MicroOpBufferSize==0) will not make use of this since instructions are not
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/// available for scheduling until they are ready. However, a weaker in-order
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/// model may use this for heuristics. For example, if a processor has in-order
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/// behavior when reading certain resources, this may come into play.
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unsigned GenericScheduler::SchedBoundary::getLatencyStallCycles(SUnit *SU) {
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if (!SU->isUnbuffered)
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return 0;
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unsigned ReadyCycle = (isTop() ? SU->TopReadyCycle : SU->BotReadyCycle);
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if (ReadyCycle > CurrCycle)
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return ReadyCycle - CurrCycle;
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return 0;
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}
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/// Does this SU have a hazard within the current instruction group.
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///
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/// The scheduler supports two modes of hazard recognition. The first is the
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@@ -1948,9 +1969,9 @@ getOtherResourceCount(unsigned &OtherCritIdx) {
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/// inside and outside the zone.
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void GenericScheduler::SchedBoundary::setPolicy(CandPolicy &Policy,
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SchedBoundary &OtherZone) {
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// Now that potential stalls have been considered, apply preemptive heuristics
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// based on the the total latency and resources inside and outside this
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// zone.
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// Apply preemptive heuristics based on the the total latency and resources
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// inside and outside this zone. Potential stalls should be considered before
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// following this policy.
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// Compute remaining latency. We need this both to determine whether the
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// overall schedule has become latency-limited and whether the instructions
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@@ -2141,7 +2162,11 @@ void GenericScheduler::SchedBoundary::bumpNode(SUnit *SU) {
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break;
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default:
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// We don't currently model the OOO reorder buffer, so consider all
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// scheduled MOps to be "retired".
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// scheduled MOps to be "retired". We do loosely model in-order resource
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// latency. If this instruction uses an in-order resource, account for any
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// likely stall cycles.
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if (SU->isUnbuffered && ReadyCycle > NextCycle)
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NextCycle = ReadyCycle;
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break;
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}
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RetiredMOps += IncMOps;
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@@ -2514,6 +2539,11 @@ void GenericScheduler::tryCandidate(SchedCandidate &Cand,
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&& tryLatency(TryCand, Cand, Zone))
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return;
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// Prioritize instructions that read unbuffered resources by stall cycles.
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if (tryLess(Zone.getLatencyStallCycles(TryCand.SU),
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Zone.getLatencyStallCycles(Cand.SU), TryCand, Cand, Stall))
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return;
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// Keep clustered nodes together to encourage downstream peephole
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// optimizations which may reduce resource requirements.
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//
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@@ -2577,6 +2607,7 @@ const char *GenericScheduler::getReasonStr(
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case PhysRegCopy: return "PREG-COPY";
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case RegExcess: return "REG-EXCESS";
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case RegCritical: return "REG-CRIT ";
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case Stall: return "STALL ";
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case Cluster: return "CLUSTER ";
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case Weak: return "WEAK ";
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case RegMax: return "REG-MAX ";
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