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Version
- GraalVM for JDK 23 (Latest)
- GraalVM for JDK 24 (Early Access)
- GraalVM for JDK 21
- GraalVM for JDK 17
- Archives
- Dev Build
- Truffle Language Implementation Framework
- Truffle Branches Instrumentation
- Dynamic Object Model
- Static Object Model
- Host Optimization for Interpreter Code
- Truffle Approach to Function Inlining
- Profiling Truffle Interpreters
- Truffle Interop 2.0
- Language Implementations
- Implementing a New Language with Truffle
- Truffle Languages and Instruments Migration to Java Modules
- Truffle Native Function Interface
- Optimizing Truffle Interpreters
- Options
- On-Stack Replacement
- Truffle Strings Guide
- Specialization Histogram
- Testing DSL Specializations
- Polyglot API Based TCK
- Truffle Approach to the Compilation Queue
- Truffle Library Guide
- Truffle AOT Overview
- Truffle AOT Compilation
- Auxiliary Engine Caching
- Truffle Language Safepoint Tutorial
- Monomorphization
- Splitting Algorithm
- Monomorphization Use Cases
- Reporting Polymorphic Specializations to Runtime
Optimizing Truffle Interpreters
This document discusses tools for optimizing or debugging Truffle interpreters for peak temporal performance.
Strategy #
-
Run with a profiler to sample the application and identify responsible compilation units. Use a sampling delay (
--cpusampler.Delay=MILLISECONDS) to only profile after warmup. See the Profiling guide. -
Understand what is being compiled and look for deoptimizations. Methods that are listed to run mostly in the interpreter likely have a problem with deoptimization.
-
Simplify the code as much as possible where it still shows the performance problem.
-
Enable performance warnings and list boundary calls.
- Dump the Graal graph of the responsible compilation unit and look at the phase
After TruffleTier.- Look at the Graal graphs at the phases
After TruffleTierandAfter PartialEscapeand check if it is what you would expect. If there are nodes there that you don’t want to be there, think about how to guard against including them. If there are more complex nodes there than you want, think about how to add specialisations that generate simpler code. If there are nodes you think should be there in a benchmark that are not, think about how to make values dynamic so they are not optimized away.
- Look at the Graal graphs at the phases
-
Search for
Invokenodes in the Graal IR.Invokenodes that are not representing guest language calls should be specialized away. This may not be always possible, e.g., if the method does I/O. -
Search for control flow splits (red lines) and investigate whether they result from control flow caused by the guest application or are just artifacts from the language implementation. The latter should be avoided if possible.
- Search for indirections in linear code (
LoadandLoadIndexed) and try to minimize the code. The less code that is on the hot-path the better.
Truffle Compiler Options #
A full list of the latest expert and internal options can be found in the Options guide.
Observing Compilations #
This section provides an overview of most of the available command line options to observe compilations.
Note: Most options also require the additional --experimental-options flag set.
The --engine.TraceCompilation command prints a line each time a method is compiled:
[engine] opt done id=244 EqualityConstraint.execute |Tier 1|Time 268( 220+47 )ms|AST 17|Inlined 0Y 2N|IR 238/ 437|CodeSize 1874|Timestamp 758868036671903|Src octane-deltablue.js:528
Here is a quick overview of the information provided in these logs:
id- Unique identifier of the call target.Tier- For which compilation tier was the targed scheduled.Time- How long did the compilation last, with separation between the Truffle tier (mainly partial evaluation) and the Graal Tiers.AST- The targets non-trivial node count.Inlined- How many calls were inlined and how many remained calls after inlining.IR- Graal node count after partial evaluation and after compilation.CodeSize- The size of the code generated for the call target.Timestamp- The time when the event happened as reported bySystem.nanoTime().Src- Abbreviated source section of the call target.
The --engine.TraceCompilationDetails command prints a line when compilation is queued, unqueued, started, or completed:
[engine] opt queued id=237 BinaryConstraint.output |Tier 1|Count/Thres 25/ 25|Queue: Size 1 Change +1 Load 0.06 Time 0us|Timestamp 758865671350686|Src octane-deltablue.js:416
[engine] opt start id=237 BinaryConstraint.output |Tier 1|Priority 25|Rate 0.000000|Queue: Size 0 Change +0 Load 0.06 Time 0us|Timestamp 758865708273384|Src octane-deltablue.js:416
[engine] opt queued id=239 OrderedCollection.size |Tier 1|Count/Thres 25/ 25|Queue: Size 1 Change +1 Load 0.06 Time 0us|Timestamp 758865727664193|Src octane-deltablue.js:71
[engine] opt queued id=52 Array.prototype.push |Tier 1|Count/Thres 25/ 50|Queue: Size 2 Change +1 Load 0.13 Time 0us|Timestamp 758865744191674|Src <builtin>:1
... more log ...
[engine] opt start id=239 OrderedCollection.size |Tier 1|Priority 181875|Rate 0.000001|Queue: Size 11 Change -1 Load 0.63 Time 575us|Timestamp 758866381654116|Src octane-deltablue.js:71
[engine] opt done id=237 BinaryConstraint.output |Tier 1|Time 717( 654+64 )ms|AST 19|Inlined 0Y 0N|IR 143/ 220|CodeSize 882|Timestamp 758866435391354|Src octane-deltablue.js:416
[engine] opt start id=236 BinaryConstraint.input |Tier 1|Priority 144000|Rate 0.000001|Queue: Size 10 Change -1 Load 0.56 Time 48us|Timestamp 758866452554530|Src octane-deltablue.js:409
... more log ...
[engine] opt queued id=239 OrderedCollection.size |Tier 2|Count/Thres 8750/ 8125|Queue: Size 18 Change +1 Load 0.81 Time 0us|Timestamp 758867756295139|Src octane-deltablue.js:71
[engine] opt queued id=237 BinaryConstraint.output |Tier 2|Count/Thres 8499/ 8750|Queue: Size 19 Change +1 Load 0.88 Time 0us|Timestamp 758867758263099|Src octane-deltablue.js:416
[engine] opt start id=244 EqualityConstraint.execute |Tier 1|Priority 2618289|Rate 0.000015|Queue: Size 19 Change -1 Load 0.88 Time 180us|Timestamp 758867767116908|Src octane-deltablue.js:528
... more log ...
[engine] opt done id=246 OrderedCollection.at |Tier 2|Time 89( 80+9 )ms|AST 15|Inlined 0Y 0N|IR 50/ 110|CodeSize 582|Timestamp 758873628915755|Src octane-deltablue.js:67
[engine] opt start id=237 BinaryConstraint.output |Tier 2|Priority 173536|Rate 0.000054|Queue: Size 18 Change -1 Load 0.94 Time 18us|Timestamp 758873629411012|Src octane-deltablue.js:416
[engine] opt queued id=238 Planner.addPropagate |Tier 2|Count/Thres 9375/ 8750|Queue: Size 19 Change +1 Load 0.88 Time 0us|Timestamp 758873663196884|Src octane-deltablue.js:696
[engine] opt queued id=226 Variable.addConstraint |Tier 2|Count/Thres 8771/ 9375|Queue: Size 20 Change +1 Load 0.94 Time 0us|Timestamp 758873665823697|Src octane-deltablue.js:556
[engine] opt done id=293 change |Tier 1|Time 167( 130+37 )ms|AST 60|Inlined 0Y 6N|IR 576/ 1220|CodeSize 5554|Timestamp 758873669483749|Src octane-deltablue.js:867
[engine] opt start id=270 Plan.execute |Tier 2|Priority 157871|Rate 0.000072|Queue: Size 19 Change -1 Load 1.00 Time 17us|Timestamp 758873669912101|Src octane-deltablue.js:778
[engine] opt done id=237 BinaryConstraint.output |Tier 2|Time 58( 52+6 )ms|AST 19|Inlined 0Y 0N|IR 103/ 181|CodeSize 734|Timestamp 758873687678394|Src octane-deltablue.js:416
... more log ...
[engine] opt unque. id=304 Date.prototype.valueOf |Tier 2|Count/Thres 80234/ 3125|Queue: Size 4 Change 0 Load 0.31 Time 0us|Timestamp 758899904132076|Src <builtin>:1|Reason Target inlined into only caller
Here is a quick overview of the information added in these logs:
Count/Thres- What is the call and loop count of the target and what is the threshold needed to add the compilation to the queue.Queue: Size- How many compilations are in the compilation queue.Queue: Change- How did this event impact the compilation queue (e.g. certain events can prune the queue of unneeded compilation tasks).Queue: Load- A metric of whether the queue is over/under loaded. Normal load is represented with 1, less then 1 is underloaded and greater than 1 is overloaded.Queue: Time- How long did the event take.Reason- The runtime reported reason for the event.
The --engine.TraceCompilationAST command prints the Truffle AST for each compilation:
[engine] opt AST OrderedCollection.size <split-57429b3a> |ASTSize 10/ 10 |Calls/Thres 10559/ 3 |CallsAndLoop/Thres 10559/ 1000
FunctionRootNode
body = FunctionBodyNode
body = DualNode
left = JSWriteCurrentFrameSlotNodeGen
rhsNode = JSPrepareThisNodeGen
operandNode = AccessThisNode
right = TerminalPositionReturnNode
expression = PropertyNode
target = PropertyNode
target = JSReadCurrentFrameSlotNodeGen
cache = PropertyGetNode
cacheNode = ObjectPropertyGetNode
receiverCheck = ShapeCheckNode
cache = PropertyGetNode
cacheNode = ArrayLengthPropertyGetNode
receiverCheck = ShapeCheckNode
arrayLengthRead = ArrayLengthReadNodeGen
The --engine.TraceInlining command prints guest-language inlining decisions for each compilation:
[engine] inline start Plan.execute |call diff 0.00 |Recursion Depth 0 |Explore/inline ratio 1.00 |IR Nodes 2704 |Frequency 1.00 |Truffle Callees 5 |Forced false |Depth 0
[engine] Inlined Plan.size |call diff -203.75 |Recursion Depth 0 |Explore/inline ratio NaN |IR Nodes 175 |Frequency 101.88 |Truffle Callees 1 |Forced false |Depth 1
[engine] Inlined OrderedCollection.size <split-e13c02e> |call diff -101.88 |Recursion Depth 0 |Explore/inline ratio NaN |IR Nodes 157 |Frequency 101.88 |Truffle Callees 0 |Forced false |Depth 2
[engine] Inlined Plan.constraintAt |call diff -201.75 |Recursion Depth 0 |Explore/inline ratio NaN |IR Nodes 206 |Frequency 100.88 |Truffle Callees 1 |Forced false |Depth 1
[engine] Inlined OrderedCollection.at |call diff -100.88 |Recursion Depth 0 |Explore/inline ratio NaN |IR Nodes 232 |Frequency 100.88 |Truffle Callees 0 |Forced false |Depth 2
[engine] Inlined ScaleConstraint.execute |call diff -0.00 |Recursion Depth 0 |Explore/inline ratio NaN |IR Nodes 855 |Frequency 0.00 |Truffle Callees 0 |Forced false |Depth 1
[engine] Inlined EqualityConstraint.execute |call diff -299.63 |Recursion Depth 0 |Explore/inline ratio NaN |IR Nodes 295 |Frequency 99.88 |Truffle Callees 2 |Forced false |Depth 1
[engine] Inlined BinaryConstraint.output <split-1e163df7> |call diff -99.88 |Recursion Depth 0 |Explore/inline ratio NaN |IR Nodes 259 |Frequency 99.88 |Truffle Callees 0 |Forced false |Depth 2
[engine] Inlined BinaryConstraint.input <split-2dfade22> |call diff -99.88 |Recursion Depth 0 |Explore/inline ratio NaN |IR Nodes 259 |Frequency 99.88 |Truffle Callees 0 |Forced false |Depth 2
[engine] Inlined EditConstraint.execute |call diff -1.00 |Recursion Depth 0 |Explore/inline ratio NaN |IR Nodes 22 |Frequency 1.00 |Truffle Callees 0 |Forced false |Depth 1
[engine] inline done Plan.execute |call diff 0.00 |Recursion Depth 0 |Explore/inline ratio 1.00 |IR Nodes 2704 |Frequency 1.00 |Truffle Callees 5 |Forced false |Depth 0
The --engine.TraceSplitting command prints guest-language splitting decisions:
[engine] split 0-4310d43-1 Strength |ASTSize 6/ 6 |Calls/Thres 2/ 3 |CallsAndLoop/Thres 2/ 1000 |SourceSection /Users/christianhumer/graal/4dev/js-benchmarks/octane-deltablue.js~139:4062-4089
[engine] split 1-4b0d79fc-1 Strength |ASTSize 6/ 6 |Calls/Thres 2/ 3 |CallsAndLoop/Thres 2/ 1000 |SourceSection /Users/christianhumer/graal/4dev/js-benchmarks/octane-deltablue.js~140:4119-4150
The --engine.TracePerformanceWarnings=(call|instanceof|store|all) command prints code which may not be ideal for performance. The call enables warnings when partial evaluation cannot inline the virtual runtime call. The instanceof enables warnings when partial evaluation cannot resolve virtual instanceof to an exact type.
The store enables warnings when the store location argument is not a partial evaluation constant:
[engine] perf warn ScaleConstraint.execute |Partial evaluation could not inline the virtual runtime call Virtual to HotSpotMethod<ConditionProfile.profile(boolean)> (167|MethodCallTarget).
Approximated stack trace for [167 | MethodCallTarget: at com.oracle.truffle.js.nodes.control.IfNode.execute(IfNode.java:158)
at com.oracle.truffle.js.nodes.binary.DualNode.execute(DualNode.java:125)
at com.oracle.truffle.js.nodes.function.FunctionBodyNode.execute(FunctionBodyNode.java:73)
at com.oracle.truffle.js.nodes.function.FunctionRootNode.executeInRealm(FunctionRootNode.java:147)
at com.oracle.truffle.js.runtime.JavaScriptRealmBoundaryRootNode.execute(JavaScriptRealmBoundaryRootNode.java:93)
at com.oracle.truffle.runtime.OptimizedCallTarget.executeRootNode(OptimizedCallTarget.java:503)
at com.oracle.truffle.runtime.OptimizedCallTarget.profiledPERoot(OptimizedCallTarget.java:480)
The --engine.CompilationStatistics command prints statistics on compilations at the end of the process:
[engine] Truffle runtime statistics for engine 1
Compilations : 2763
Success : 2743
Temporary Bailouts : 17
jdk.graal.compiler.core.common.CancellationBailoutException: Compilation cancelled.: 16
jdk.graal.compiler.core.common.RetryableBailoutException: Assumption invalidated while compiling code: IsolatedObjectConstant[Object]: 1
Permanent Bailouts : 0
Failed : 0
Interrupted : 3
Invalidated : 84
Unknown Reason : 45
Profiled Argument Types : 22
validRootAssumption Split call node: 12
expression invalidatePropertyAssumption: 1
getTextPos invalidatePropertyAssumption: 1
X_OK invalidateAllPropertyAssumptions: 1
statements invalidatePropertyAssumption: 1
typed object location generalizing object type !class com.oracle.truffle.js.runtime.objects.Nullish => !class java.lang.Object Object@0[final=false][type=class com.oracle.truffle.js.runtime.objects.Nullish]: 1
Queues : 3410
Dequeues : 262
Split call node : 124
Target inlined into only caller: 87
validRootAssumption Split call node: 28
null : 17
Profiled Argument Types : 6
Splits : 5581
Compilation Accuracy : 0,969598
Queue Accuracy : 0,923167
Compilation Utilization : 2,685016
Remaining Compilation Queue : 409
Time to queue : count=3410, sum=12895957640, min= 0, average= 3781805,76, max=11311217, maxTarget=Math.floor
Time waiting in queue : count=2763, sum=1247424699, min= 40, average= 451474,74, max= 4762017, maxTarget=tryGetTypeFromEffectiveTypeNode
--------------------------- :
AST node statistics :
Truffle node count : count=2752, sum= 348085, min= 1, average= 126,48, max= 5404, maxTarget=checkSignatureDeclaration
Trivial : count=2752, sum= 124817, min= 0, average= 45,36, max= 2707, maxTarget=visitEachChild
Non Trivial : count=2752, sum= 223268, min= 1, average= 81,13, max= 3162, maxTarget=checkSignatureDeclaration
Monomorphic : count=2752, sum= 217660, min= 1, average= 79,09, max= 3042, maxTarget=checkSignatureDeclaration
Polymorphic : count=2752, sum= 4239, min= 0, average= 1,54, max= 71, maxTarget=checkSignatureDeclaration
Megamorphic : count=2752, sum= 1369, min= 0, average= 0,50, max= 49, maxTarget=checkSignatureDeclaration
Truffle call count : count=2752, sum= 7789, min= 0, average= 2,83, max= 110, maxTarget=forEachChild
Indirect : count=2752, sum= 29, min= 0, average= 0,01, max= 3, maxTarget=emitLeadingComments
Direct : count=2752, sum= 7760, min= 0, average= 2,82, max= 110, maxTarget=forEachChild
Dispatched : count=2752, sum= 6285, min= 0, average= 2,28, max= 110, maxTarget=forEachChild
Inlined : count=2752, sum= 1475, min= 0, average= 0,54, max= 60, maxTarget=parseList <split-8113>
---------- :
Cloned : count=2752, sum= 0, min= 0, average= 0,00, max= 0, maxTarget=Array.prototype.push
Not Cloned : count=2752, sum= 7747, min= 0, average= 2,82, max= 110, maxTarget=forEachChild
Truffle loops : count=2752, sum= 723, min= 0, average= 0,26, max= 12, maxTarget=pipelineEmitWithComments
--------------------------- :
Compilation Tier 1 :
Compilation Rate : 471075,74 bytes/second
Truffle Tier Rate : 1273853,94 bytes/second
Graal Tier Rate : 922948,70 bytes/second
Installation Rate : 5640071,94 bytes/second
Time for compilation (us) : count=2637, sum= 20538922, min= 727, average= 7788,75, max= 2154173, maxTarget=createPrinter
Truffle Tier (us) : count=2623, sum= 7595366, min= 255, average= 2895,68, max= 306107, maxTarget=createPrinter
Graal Tier (us) : count=2623, sum= 10483126, min= 378, average= 3996,62, max= 1665018, maxTarget=createPrinter
Code Installation (us) : count=2623, sum= 1715472, min= 39, average= 654,01, max= 183048, maxTarget=createPrinter
Graal node count :
After Truffle Tier : count=2627, sum= 1089218, min= 88, average= 414,62, max= 12999, maxTarget=forEachChild
After Graal Tier : count=2624, sum= 2190826, min= 127, average= 834,92, max= 63837, maxTarget=createPrinter
Graal compilation result :
Code size : count=2623, sum= 9675388, min= 492, average= 3688,67, max= 238448, maxTarget=createPrinter
Total frame size : count=2623, sum= 350080, min= 64, average= 133,47, max= 5328, maxTarget=createPrinter
Exception handlers : count=2623, sum= 9316, min= 1, average= 3,55, max= 125, maxTarget=forEachChild
Infopoints : count=2623, sum= 105619, min= 5, average= 40,27, max= 1837, maxTarget=forEachChild
CALL : count=2623, sum= 105619, min= 5, average= 40,27, max= 1837, maxTarget=forEachChild
Marks : count=2623, sum= 13115, min= 5, average= 5,00, max= 5, maxTarget=Array.prototype.push
Data references : count=2623, sum= 185670, min= 9, average= 70,79, max= 4153, maxTarget=createPrinter
--------------------------- :
Compilation Tier 2 :
Compilation Rate : 141825,62 bytes/second
Truffle Tier Rate : 397107,38 bytes/second
Graal Tier Rate : 243094,58 bytes/second
Installation Rate : 4122848,22 bytes/second
Time for compilation (us) : count= 123, sum= 11418247, min= 745, average= 92831,28, max= 456707, maxTarget=checkSignatureDeclaration
Truffle Tier (us) : count= 120, sum= 4077990, min= 288, average= 33983,25, max= 152158, maxTarget=WhileNode$WhileDoRepeatingNode@72d2eaac typescript-polybench.js:16129~ 'utf8ToBytes'<OSR>
Graal Tier (us) : count= 120, sum= 6661604, min= 310, average= 55513,37, max= 343028, maxTarget=checkSignatureDeclaration
Code Installation (us) : count= 120, sum= 392786, min= 42, average= 3273,22, max= 68576, maxTarget=JSArrayBufferView.@52bcd02
Graal node count :
After Truffle Tier : count= 125, sum= 331695, min= 13, average= 2653,56, max= 11989, maxTarget=checkSignatureDeclaration
After Graal Tier : count= 120, sum= 432639, min= 46, average= 3605,33, max= 19199, maxTarget=checkSignatureDeclaration
Graal compilation result :
Code size : count= 120, sum= 1619400, min= 192, average= 13495,00, max= 72744, maxTarget=checkSignatureDeclaration
Total frame size : count= 120, sum= 25728, min= 48, average= 214,40, max= 768, maxTarget=bindEach <split-2459>
Exception handlers : count= 120, sum= 1080, min= 0, average= 9,00, max= 84, maxTarget=checkSignatureDeclaration
Infopoints : count= 120, sum= 7236, min= 3, average= 60,30, max= 401, maxTarget=checkSignatureDeclaration
CALL : count= 120, sum= 7236, min= 3, average= 60,30, max= 401, maxTarget=checkSignatureDeclaration
Marks : count= 120, sum= 1116, min= 5, average= 9,30, max= 35, maxTarget=checkIndexConstraintForProperty
Data references : count= 120, sum= 25252, min= 4, average= 210,43, max= 1369, maxTarget=checkSignatureDeclaration
The --engine.CompilationStatisticDetails command prints histogram information on individual Graal nodes in addition to the previous compilation statistics:
Graal nodes after Truffle tier :
FrameState : count= 168, sum= 35502, min= 1, average= 211.32, max= 2048, maxTarget=deltaBlue
FixedGuardNode : count= 168, sum= 18939, min= 0, average= 112.73, max= 1048, maxTarget=change
LoadFieldNode : count= 168, sum= 14432, min= 0, average= 85.90, max= 814, maxTarget=EditConstraint
...
Graal nodes after Graal tier :
BeginNode : count= 166, sum= 33333, min= 0, average= 200.80, max= 2110, maxTarget=change
FrameState : count= 166, sum= 30591, min= 0, average= 184.28, max= 2393, maxTarget=MeasureDefault
AMD64AddressNode : count= 166, sum= 20072, min= 0, average= 120.92, max= 1960, maxTarget=MeasureDefault
...
The --engine.TraceMethodExpansion=truffleTier command prints a tree of all expanded Java methods with statistics after each compilation:
[engine] Expansion tree for test after truffleTier:
Name Frequency | Count Size Cycles Ifs Loops Invokes Allocs | Self Count Size Cycles Ifs Loops Invokes Allocs | IRNode ASTNode Lang:File:Line:Chars
<root> 1.00 | 64 72 42 1 1 0 1 | 34 20 0 0 0 0 0 | -
OptimizedCallTarget.profiledPERoot(Object) 1.00 | 30 52 42 1 1 0 1 | 1 2 2 0 0 0 0 | 121
OptimizedCallTarget.injectArgumentsProfile(Object) 1.00 | 9 19 16 0 0 0 0 | 4 3 0 0 0 0 0 | 5
OptimizedCallTarget.unsafeCast(Object, Class, Z, Z, Z) 1.00 | 1 0 0 0 0 0 0 | 1 0 0 0 0 0 0 | 10
OptimizedCallTarget.castArgumentsImpl(Object, Class) 1.00 | 4 16 16 0 0 0 0 | 4 16 16 0 0 0 0 | 12
OptimizedCallTarget.executeRootNode(VirtualFrame) 1.00 | 20 31 24 1 1 0 1 | 0 0 0 0 0 0 0 |
JavaScriptRealmBoundaryRootNode.execute(VirtualFrame) 1.00 | 20 31 24 1 1 0 1 | 1 1 0 0 0 0 0 | 34 0 js:test.js:1:0-100
JavaScriptRealmBoundaryRootNode.getRealm() 1.00 | 1 1 0 0 0 0 0 | 0 0 0 0 0 0 0 | 0 js:test.js:1:0-100
JSContext.getRealm() 1.00 | 1 1 0 0 0 0 0 | 0 0 0 0 0 0 0 |
PolyglotReferences$AssumeSingleContext.get() 1.00 | 1 1 0 0 0 0 0 | 0 0 0 0 0 0 0 |
PolyglotReferences$WeakSingleContext.get() 1.00 | 1 1 0 0 0 0 0 | 1 1 0 0 0 0 0 | 37
FunctionRootNode.executeInRealm(VirtualFrame) 1.00 | 18 29 24 1 1 0 1 | 1 1 0 0 0 0 0 | 41 0 js:test.js:1:0-100
FunctionBodyNode.execute(VirtualFrame) 1.00 | 17 28 24 1 1 0 1 | 0 0 0 0 0 0 0 | 1 js:test.js:1:0-100
AbstractBlockNode.execute(VirtualFrame) 1.00 | 17 28 24 1 1 0 1 | 0 0 0 0 0 0 0 |
AbstractBlockNode.executeVoid(VirtualFrame, JavaScriptNode, I, I) 1.00 | 16 20 16 1 1 0 0 | 1 1 0 0 0 0 0 | 50 2 js:test.js:1:16-100
WhileNode.executeVoid(VirtualFrame) 1.00 | 15 19 16 1 1 0 0 | 0 0 0 0 0 0 0 | 7 js:test.js:3:35-84
OptimizedOSRLoopNode.execute(VirtualFrame) 101.00 | 15 19 16 1 1 0 0 | 4 3 2 0 1 0 0 | 46 8 js:test.js:3:35-84
RepeatingNode.executeRepeatingWithValue(VirtualFrame) 1.00 | 11 16 14 1 0 0 0 | 1 1 0 0 0 0 0 | 100 9 js:test.js:3:35-84
WhileNode$WhileDoRepeatingNode.executeRepeating(VirtualFrame) 101.00 | 10 15 14 1 0 0 0 | 3 2 1 1 0 0 0 | 63 9 js:test.js:3:35-84
AbstractRepeatingNode.executeCondition(VirtualFrame) 101.00 | 1 1 1 0 0 0 0 | 0 0 0 0 0 0 0 | 9 js:test.js:3:35-84
StatementNode.executeConditionAsBoolean(VirtualFrame, JavaScriptNode) 101.00 | 1 1 1 0 0 0 0 | 0 0 0 0 0 0 0 |
JSLessThanNodeGen.executeBoolean(VirtualFrame) 101.00 | 1 1 1 0 0 0 0 | 0 0 0 0 0 0 0 | 10 js:test.js:3:51-58
JSLessThanNodeGen.executeBoolean_int_int0(VirtualFrame, J) 101.00 | 1 1 1 0 0 0 0 | 0 0 0 0 0 0 0 |
JSLessThanNode.doInt(I, I) 101.00 | 1 1 1 0 0 0 0 | 1 1 1 0 0 0 0 | 59 10 js:test.js:3:51-58
AbstractRepeatingNode.executeBody(VirtualFrame) 101.00 | 6 12 12 0 0 0 0 | 0 0 0 0 0 0 0 | 9 js:test.js:3:35-84
AbstractBlockNode.executeVoid(VirtualFrame) 101.00 | 6 12 12 0 0 0 0 | 0 0 0 0 0 0 0 |
AbstractBlockNode.executeVoid(VirtualFrame, JavaScriptNode, I, I) 101.00 | 6 12 12 0 0 0 0 | 0 0 0 0 0 0 0 | 13 js:test.js:3:35-84
JSWriteCurrentFrameSlotNodeGen.executeVoid(VirtualFrame) 101.00 | 6 12 12 0 0 0 0 | 0 0 0 0 0 0 0 | 14 js:test.js:4:71-79
JSWriteCurrentFrameSlotNodeGen.executeInt(VirtualFrame) 101.00 | 3 6 6 0 0 0 0 | 0 0 0 0 0 0 0 | 14 js:test.js:4:71-79
JSAddNodeGen.executeInt(VirtualFrame) 101.00 | 3 6 6 0 0 0 0 | 0 0 0 0 0 0 0 |
JSAddNode.doInt(I, I) 101.00 | 3 6 6 0 0 0 0 | 0 0 0 0 0 0 0 |
Math.addExact(I, I) 100.00 | 3 6 6 0 0 0 0 | 3 6 6 0 0 0 0 | 75 15 js:test.js:4:71-74
LocalVarPostfixIncNodeGen.executeInt(VirtualFrame) 101.00 | 3 6 6 0 0 0 0 | 0 0 0 0 0 0 0 | 18 js:test.js:3:60-63
LocalVarPostfixIncNode.doInt(Frame) 101.00 | 3 6 6 0 0 0 0 | 0 0 0 0 0 0 0 | 18 js:test.js:3:60-63
LocalVarIncNode$IncOp.doInt(I) 101.00 | 3 6 6 0 0 0 0 | 0 0 0 0 0 0 0 |
Math.addExact(I, I) 100.00 | 3 6 6 0 0 0 0 | 3 6 6 0 0 0 0 | 85
AbstractBlockNode.executeGeneric(VirtualFrame, JavaScriptNode, I, I) 1.00 | 1 8 8 0 0 0 1 | 0 0 0 0 0 0 0 | 2 js:test.js:1:16-100
ReturnNode$TerminalPositionReturnNode.execute(VirtualFrame) 1.00 | 1 8 8 0 0 0 1 | 0 0 0 0 0 0 0 | 20 js:test.js:6:87-98
JSReadCurrentFrameSlotNodeGen.execute(VirtualFrame) 1.00 | 1 8 8 0 0 0 1 | 0 0 0 0 0 0 0 |
Integer.valueOf(I) 1.00 | 1 8 8 0 0 0 1 | 1 8 8 0 0 0 1 | 139 21 js:test.js:6:94-97
The --engine.TraceNodeExpansion=truffleTier command prints a tree of all expanded Truffle nodes with statistics after each compilation.
This view groups the method expansion tree by node id:
[engine] Expansion tree for test after truffleTier:
Name Frequency | Count Size Cycles Ifs Loops Invokes Allocs | Self Count Size Cycles Ifs Loops Invokes Allocs | IRNode ASTNode Lang:File:Line:Chars
<call-root> 1.00 | 64 72 42 1 1 0 1 | 44 41 18 0 0 0 0 | 0
FunctionRootNode 1.00 | 20 31 24 1 1 0 1 | 3 3 0 0 0 0 0 | 34 0 js:test.js:1:0-100
FunctionBodyNode 1.00 | 17 28 24 1 1 0 1 | 0 0 0 0 0 0 0 | 1 js:test.js:1:0-100
ExprBlockNode 1.00 | 17 28 24 1 1 0 1 | 1 1 0 0 0 0 0 | 50 2 js:test.js:1:16-100
WhileNode 1.00 | 15 19 16 1 1 0 0 | 0 0 0 0 0 0 0 | 7 js:test.js:3:35-84
OptimizedOSRLoopNode$OptimizedDefaultOSRLoopNode 101.00 | 15 19 16 1 1 0 0 | 4 3 2 0 1 0 0 | 46 8 js:test.js:3:35-84
WhileNode$WhileDoRepeatingNode 101.00 | 11 16 14 1 0 0 0 | 4 3 1 1 0 0 0 | 100 9 js:test.js:3:35-84
JSLessThanNodeGen 101.00 | 1 1 1 0 0 0 0 | 1 1 1 0 0 0 0 | 59 10 js:test.js:3:51-58
VoidBlockNode 101.00 | 6 12 12 0 0 0 0 | 0 0 0 0 0 0 0 | 13 js:test.js:3:35-84
JSWriteCurrentFrameSlotNodeGen 101.00 | 6 12 12 0 0 0 0 | 0 0 0 0 0 0 0 | 14 js:test.js:4:71-79
JSAddNodeGen 100.00 | 3 6 6 0 0 0 0 | 3 6 6 0 0 0 0 | 75 15 js:test.js:4:71-74
LocalVarPostfixIncNodeGen 100.00 | 3 6 6 0 0 0 0 | 3 6 6 0 0 0 0 | 85 18 js:test.js:3:60-63
ReturnNode$TerminalPositionReturnNode 1.00 | 1 8 8 0 0 0 1 | 0 0 0 0 0 0 0 | 20 js:test.js:6:87-98
JSReadCurrentFrameSlotNodeGen 1.00 | 1 8 8 0 0 0 1 | 1 8 8 0 0 0 1 | 139 21 js:test.js:6:94-97
The --engine.MethodExpansionStatistics=truffleTier command prints statistics on expanded Java methods during partial evaluation at the end of a run.
This can be useful to detect code that produces too many or certain Graal nodes unexpectedly:
[engine] Method expansion statistics after truffleTier:
Name Count IR Nodes (min avg max) Size (min avg max) Cycles (min avg max) Ifs Loops Invokes Allocs | Max IRNode ASTNode Unit:Lang:File:Line:Chars
<no-source-position> 1 212 (212 212.0 212) 117 (117 117.0 117) 0 (0 0.0 0) 0 0 0 0 | 0 mandelbrot
OptimizedOSRLoopNode.execute(VirtualFrame) 4 13 (0 3.3 5) 9 (0 2.3 3) 6 (0 1.5 2) 0 3 0 0 | 172 60 mandelbrot:js:mandelbrot.js:68:2589-2888
Math.addExact(I, I) 4 12 (3 3.0 3) 24 (6 6.0 6) 24 (6 6.0 6) 0 0 0 0 | 485 103 mandelbrot:js:mandelbrot.js:80:2874-2875
WhileNode$WhileDoRepeatingNode.executeRepeating(VirtualFrame) 4 9 (0 2.3 3) 6 (0 1.5 2) 3 (0 0.8 1) 3 0 0 0 | 88 17 mandelbrot:js:mandelbrot.js:57:2374-3431
JSTypes.intToDouble(I) 7 7 (1 1.0 1) 7 (1 1.0 1) 24 (0 3.4 8) 0 0 0 0 | 144 41 mandelbrot:js:mandelbrot.js:62:2478-2486
OptimizedCallTarget.castArgumentsImpl(Object, Class) 1 7 (7 7.0 7) 25 (25 25.0 25) 24 (24 24.0 24) 0 0 0 0 | 12 mandelbrot
JSWriteCurrentFrameSlotNodeGen.executeVoid(VirtualFrame) 6 6 (0 1.0 3) 4 (0 0.7 2) 2 (0 0.3 1) 2 0 0 0 | 563 46 mandelbrot:js:mandelbrot.js:64:2519-2544
AbstractBlockNode.executeVoid(VirtualFrame, JavaScriptNode, I, I) 8 6 (0 0.8 4) 6 (0 0.8 4) 0 (0 0.0 0) 0 0 0 0 | 177 39 mandelbrot:js:mandelbrot.js:61:2459-3416
Math.multiplyExact(I, I) 4 6 (1 1.5 2) 12 (2 3.0 4) 20 (4 5.0 6) 0 0 0 0 | 155 49 mandelbrot:js:mandelbrot.js:64:2529-2534
OptimizedCallTarget.injectArgumentsProfile(Object) 1 4 (4 4.0 4) 3 (3 3.0 3) 0 (0 0.0 0) 0 0 0 0 | 5 mandelbrot
JSMultiplyNode.doDouble(D, D) 4 4 (1 1.0 1) 4 (1 1.0 1) 8 (2 2.0 2) 0 0 0 0 | 280 75 mandelbrot:js:mandelbrot.js:70:2657-2663
IfNode.executeVoid(VirtualFrame) 3 3 (0 1.0 3) 2 (0 0.7 2) 1 (0 0.3 1) 1 0 0 0 | 606 126 mandelbrot:js:mandelbrot.js:93:3240-3397
Math.subtractExact(I, I) 1 3 (3 3.0 3) 6 (6 6.0 6) 6 (6 6.0 6) 0 0 0 0 | 589 129 mandelbrot:js:mandelbrot.js:93:3249-3257
JSSubtractNode.doDouble(D, D) 3 3 (1 1.0 1) 3 (1 1.0 1) 3 (1 1.0 1) 0 0 0 0 | 167 47 mandelbrot:js:mandelbrot.js:64:2528-2544
JSLessThanNode.doInt(I, I) 3 3 (1 1.0 1) 3 (1 1.0 1) 3 (1 1.0 1) 0 0 0 0 | 187 62 mandelbrot:js:mandelbrot.js:68:2596-2602
JSAddNode.doDouble(D, D) 3 3 (1 1.0 1) 3 (1 1.0 1) 3 (1 1.0 1) 0 0 0 0 | 263 67 mandelbrot:js:mandelbrot.js:69:2623-2639
JSDivideNode.doDouble(D, D) 2 2 (1 1.0 1) 2 (1 1.0 1) 64 (32 32.0 32) 0 0 0 0 | 165 48 mandelbrot:js:mandelbrot.js:64:2528-2540
JSBitwiseXorNode.doInteger(I, I) 2 2 (1 1.0 1) 2 (1 1.0 1) 2 (1 1.0 1) 0 0 0 0 | 575 119 mandelbrot:js:mandelbrot.js:90:3170-3173
JSEqualNode.doInt(I, I) 2 2 (1 1.0 1) 2 (1 1.0 1) 2 (1 1.0 1) 0 0 0 0 | 592 127 mandelbrot:js:mandelbrot.js:93:3244-3257
RepeatingNode.executeRepeatingWithValue(VirtualFrame) 4 1 (0 0.3 1) 1 (0 0.3 1) 0 (0 0.0 0) 0 0 0 0 | 499 61 mandelbrot:js:mandelbrot.js:68:2589-2888
FunctionRootNode.executeInRealm(VirtualFrame) 1 1 (1 1.0 1) 1 (1 1.0 1) 0 (0 0.0 0) 0 0 0 0 | 53 0 mandelbrot:js:mandelbrot.js:50:2279-3447
OptimizedCallTarget.profiledPERoot(Object) 1 1 (1 1.0 1) 2 (2 2.0 2) 2 (2 2.0 2) 0 0 0 0 | 737 mandelbrot
PolyglotReferences$WeakSingleContext.get() 1 1 (1 1.0 1) 1 (1 1.0 1) 0 (0 0.0 0) 0 0 0 0 | 41 mandelbrot
JSLeftShiftNode.doInteger(I, I) 1 1 (1 1.0 1) 1 (1 1.0 1) 1 (1 1.0 1) 0 0 0 0 | 619 134 mandelbrot:js:mandelbrot.js:94:3269-3277
Integer.intValue() 1 1 (1 1.0 1) 2 (2 2.0 2) 2 (2 2.0 2) 0 0 0 0 | 50 4 mandelbrot:js:1:0-0
JSSubtractNode.doInt(I, I) 2 1 (0 0.5 1) 1 (0 0.5 1) 1 (0 0.5 1) 0 0 0 0 | 940 136 mandelbrot:js:mandelbrot.js:94:3282-3295
JSLeftShiftConstantNode.doInteger(I) 1 1 (1 1.0 1) 1 (1 1.0 1) 1 (1 1.0 1) 0 0 0 0 | 527 107 mandelbrot:js:mandelbrot.js:83:2907-2922
JSSubtractNodeGen.executeDouble(VirtualFrame) 3 1 (0 0.3 1) 1 (0 0.3 1) 0 (0 0.0 0) 0 0 0 0 | 33 47 mandelbrot:js:mandelbrot.js:64:2528-2544
JSReadCurrentFrameSlotNodeGen.executeInt(VirtualFrame) 1 1 (1 1.0 1) 1 (1 1.0 1) 0 (0 0.0 0) 0 0 0 0 | 74 19 mandelbrot:js:mandelbrot.js:57:2381-2382
Integer.valueOf(I) 1 1 (1 1.0 1) 8 (8 8.0 8) 8 (8 8.0 8) 0 0 0 1 | 939 154 mandelbrot:js:mandelbrot.js:105:3442-3445
JSBitwiseOrNode.doInteger(I, I) 1 1 (1 1.0 1) 1 (1 1.0 1) 1 (1 1.0 1) 0 0 0 0 | 532 106 mandelbrot:js:mandelbrot.js:83:2907-2931
JSGreaterThanNode.doDouble(D, D) 1 1 (1 1.0 1) 1 (1 1.0 1) 2 (2 2.0 2) 0 0 0 0 | 461 93 mandelbrot:js:mandelbrot.js:76:2800-2815
OptimizedCallTarget.unsafeCast(Object, Class, Z, Z, Z) 1 1 (1 1.0 1) 0 (0 0.0 0) 0 (0 0.0 0) 0 0 0 0 | 10 mandelbrot
JavaScriptRealmBoundaryRootNode.execute(VirtualFrame) 1 1 (1 1.0 1) 1 (1 1.0 1) 0 (0 0.0 0) 0 0 0 0 | 38 mandelbrot
JSLeftShiftConstantNodeGen.executeInt(VirtualFrame) 1 1 (1 1.0 1) 1 (1 1.0 1) 0 (0 0.0 0) 0 0 0 0 | 36 107 mandelbrot:js:mandelbrot.js:83:2907-2922
DualNode.execute(VirtualFrame) 1 0 (0 0.0 0) 0 (0 0.0 0) 0 (0 0.0 0) 0 0 0 0 | 2 mandelbrot:js:mandelbrot.js:50:2279-3447
...
The --engine.NodeExpansionStatistics=truffleTier command prints statistics on expanded Truffle nodes during partial evaluation at the end of a run.
This can be useful to detect code that produces too many or certain Graal nodes unexpectedly.
It also shows individual specialization combinations as they were observed during compilation:
[engine] Node expansion statistics after truffleTier:
Name Count IR Nodes (min avg max) Size (min avg max) Cycles (min avg max) Ifs Loops Invokes Allocs | Max IRNode ASTNode Unit:Lang:File:Line:Chars
<call-root> 1 226 (226 226.0 226) 148 (148 148.0 148) 26 (26 26.0 26) 0 0 0 0 | 0 mandelbrot
OptimizedOSRLoopNode$OptimizedDefaultOSRLoopNode 4 13 (0 3.3 5) 9 (0 2.3 3) 6 (0 1.5 2) 0 3 0 0 | 172 60 mandelbrot:js:mandelbrot.js:68:2589-2888
JSAddConstantRightNumberNodeGen 4 12 (3 3.0 3) 24 (6 6.0 6) 24 (6 6.0 6) 0 0 0 0 | 485 103 mandelbrot:js:mandelbrot.js:80:2874-2875
[doInt(I)] 4 12 (3 3.0 3) 24 (6 6.0 6) 24 (6 6.0 6) 0 0 0 0 | 485 103 mandelbrot:js:mandelbrot.js:80:2874-2875
JSMultiplyNodeGen 6 11 (1 1.8 3) 17 (1 2.8 6) 28 (2 4.7 10) 0 0 0 0 | 155 49 mandelbrot:js:mandelbrot.js:64:2529-2534
[doIntALargerZero(I, I), doIntBLargerZero(I, I)] 2 6 (3 3.0 3) 12 (6 6.0 6) 20 (10 10.0 10) 0 0 0 0 | 155 49 mandelbrot:js:mandelbrot.js:64:2529-2534
[doDouble(D, D)] 4 5 (1 1.3 2) 5 (1 1.3 2) 8 (2 2.0 2) 0 0 0 0 | 275 75 mandelbrot:js:mandelbrot.js:70:2657-2663
WhileNode$WhileDoRepeatingNode 4 10 (0 2.5 4) 7 (0 1.8 3) 3 (0 0.8 1) 3 0 0 0 | 499 61 mandelbrot:js:mandelbrot.js:68:2589-2888
JSSubtractNodeGen 5 9 (1 1.8 3) 12 (1 2.4 6) 10 (1 2.0 6) 0 0 0 0 | 589 129 mandelbrot:js:mandelbrot.js:93:3249-3257
[doDouble(D, D)] 3 5 (1 1.7 2) 5 (1 1.7 2) 3 (1 1.0 1) 0 0 0 0 | 33 47 mandelbrot:js:mandelbrot.js:64:2528-2544
[doInt(I, I)] 2 4 (1 2.0 3) 7 (1 3.5 6) 7 (1 3.5 6) 0 0 0 0 | 589 129 mandelbrot:js:mandelbrot.js:93:3249-3257
JSWriteCurrentFrameSlotNodeGen 18 7 (0 0.4 3) 5 (0 0.3 2) 2 (0 0.1 1) 2 0 0 0 | 563 46 mandelbrot:js:mandelbrot.js:64:2519-2544
JSDivideNodeGen 2 5 (2 2.5 3) 5 (2 2.5 3) 88 (40 44.0 48) 0 0 0 0 | 158 48 mandelbrot:js:mandelbrot.js:64:2528-2540
[doDouble(D, D)] 2 5 (2 2.5 3) 5 (2 2.5 3) 88 (40 44.0 48) 0 0 0 0 | 158 48 mandelbrot:js:mandelbrot.js:64:2528-2540
VoidBlockNode 7 5 (0 0.7 4) 5 (0 0.7 4) 0 (0 0.0 0) 0 0 0 0 | 177 39 mandelbrot:js:mandelbrot.js:61:2459-3416
JSAddNodeGen 3 3 (1 1.0 1) 3 (1 1.0 1) 3 (1 1.0 1) 0 0 0 0 | 263 67 mandelbrot:js:mandelbrot.js:69:2623-2639
[doDouble(D, D)] 3 3 (1 1.0 1) 3 (1 1.0 1) 3 (1 1.0 1) 0 0 0 0 | 263 67 mandelbrot:js:mandelbrot.js:69:2623-2639
JSLessThanNodeGen 3 3 (1 1.0 1) 3 (1 1.0 1) 3 (1 1.0 1) 0 0 0 0 | 187 62 mandelbrot:js:mandelbrot.js:68:2596-2602
[doInt(I, I)] 3 3 (1 1.0 1) 3 (1 1.0 1) 3 (1 1.0 1) 0 0 0 0 | 187 62 mandelbrot:js:mandelbrot.js:68:2596-2602
IfNode 4 3 (0 0.8 3) 2 (0 0.5 2) 1 (0 0.3 1) 1 0 0 0 | 606 126 mandelbrot:js:mandelbrot.js:93:3240-3397
JSGreaterThanNodeGen 1 2 (2 2.0 2) 2 (2 2.0 2) 2 (2 2.0 2) 0 0 0 0 | 460 93 mandelbrot:js:mandelbrot.js:76:2800-2815
[doDouble(D, D)] 1 2 (2 2.0 2) 2 (2 2.0 2) 2 (2 2.0 2) 0 0 0 0 | 460 93 mandelbrot:js:mandelbrot.js:76:2800-2815
JSBitwiseXorNodeGen 2 2 (1 1.0 1) 2 (1 1.0 1) 2 (1 1.0 1) 0 0 0 0 | 575 119 mandelbrot:js:mandelbrot.js:90:3170-3173
[doInteger(I, I)] 2 2 (1 1.0 1) 2 (1 1.0 1) 2 (1 1.0 1) 0 0 0 0 | 575 119 mandelbrot:js:mandelbrot.js:90:3170-3173
JSLeftShiftConstantNodeGen 1 2 (2 2.0 2) 2 (2 2.0 2) 1 (1 1.0 1) 0 0 0 0 | 36 107 mandelbrot:js:mandelbrot.js:83:2907-2922
[doInteger(I)] 1 2 (2 2.0 2) 2 (2 2.0 2) 1 (1 1.0 1) 0 0 0 0 | 36 107 mandelbrot:js:mandelbrot.js:83:2907-2922
JSReadCurrentFrameSlotNodeGen 2 2 (1 1.0 1) 9 (1 4.5 8) 8 (0 4.0 8) 0 0 0 1 | 74 19 mandelbrot:js:mandelbrot.js:57:2381-2382
JSEqualNodeGen 2 2 (1 1.0 1) 2 (1 1.0 1) 2 (1 1.0 1) 0 0 0 0 | 592 127 mandelbrot:js:mandelbrot.js:93:3244-3257
[doInt(I, I)] 2 2 (1 1.0 1) 2 (1 1.0 1) 2 (1 1.0 1) 0 0 0 0 | 592 127 mandelbrot:js:mandelbrot.js:93:3244-3257
FunctionRootNode 1 2 (2 2.0 2) 2 (2 2.0 2) 0 (0 0.0 0) 0 0 0 0 | 53 0 mandelbrot:js:mandelbrot.js:50:2279-3447
ExprBlockNode 1 1 (1 1.0 1) 1 (1 1.0 1) 0 (0 0.0 0) 0 0 0 0 | 69 5 mandelbrot:js:mandelbrot.js:50:2305-3447
JSBitwiseOrNodeGen 1 1 (1 1.0 1) 1 (1 1.0 1) 1 (1 1.0 1) 0 0 0 0 | 532 106 mandelbrot:js:mandelbrot.js:83:2907-2931
[doInteger(I, I)] 1 1 (1 1.0 1) 1 (1 1.0 1) 1 (1 1.0 1) 0 0 0 0 | 532 106 mandelbrot:js:mandelbrot.js:83:2907-2931
AccessIndexedArgumentNode 1 1 (1 1.0 1) 2 (2 2.0 2) 2 (2 2.0 2) 0 0 0 0 | 50 4 mandelbrot:js:1:0-0
JSLeftShiftNodeGen 2 1 (0 0.5 1) 1 (0 0.5 1) 1 (0 0.5 1) 0 0 0 0 | 619 134 mandelbrot:js:mandelbrot.js:94:3269-3277
[doInteger(I, I)] 1 1 (1 1.0 1) 1 (1 1.0 1) 1 (1 1.0 1) 0 0 0 0 | 619 134 mandelbrot:js:mandelbrot.js:94:3269-3277
<unknown> 1 0 (0 0.0 0) 0 (0 0.0 0) 0 (0 0.0 0) 0 0 0 0 | 134 mandelbrot:js:mandelbrot.js:94:3269-3277
FunctionBodyNode 1 0 (0 0.0 0) 0 (0 0.0 0) 0 (0 0.0 0) 0 0 0 0 | 1 mandelbrot:js:mandelbrot.js:50:2279-3447
ReturnNode$TerminalPositionReturnNode 1 0 (0 0.0 0) 0 (0 0.0 0) 0 (0 0.0 0) 0 0 0 0 | 153 mandelbrot:js:mandelbrot.js:105:3435-3445
DualNode 1 0 (0 0.0 0) 0 (0 0.0 0) 0 (0 0.0 0) 0 0 0 0 | 2 mandelbrot:js:mandelbrot.js:50:2279-3447
WhileNode 4 0 (0 0.0 0) 0 (0 0.0 0) 0 (0 0.0 0) 0 0 0 0 | 15 mandelbrot:js:mandelbrot.js:57:2374-3431
DirectBreakTargetNode 2 0 (0 0.0 0) 0 (0 0.0 0) 0 (0 0.0 0) 0 0 0 0 | 14 mandelbrot:js:mandelbrot.js:50:2305-3447
The --engine.InstrumentBoundaries command prints, at the end of the process, information about runtime calls (@TruffleBoundary) made from compiled code.
These cause objects to escape (are black-boxes to further optimization) and should generally be minimized.
Also see the Branch Instrumentation guide for more details about instrumenting branches and boundaries.
Execution profile (sorted by hotness)
=====================================
0: *******************************************************************************
1:
com.oracle.truffle.js.nodes.binary.JSAddNode.doStringInt(JSAddNode.java:177) [bci: 2]
[0] count = 22525269
com.oracle.truffle.js.builtins.ConstructorBuiltins$ConstructDateNode.constructDateZero(ConstructorBuiltins.java:837) [bci: 6]
[1] count = 69510
The --engine.InstrumentBranches command prints, at the end of the process, information of branch usage in compiled code:
Execution profile (sorted by hotness)
=====================================
2: ***************
1: **************
5: *************
4: ************
3: *********
10: **
8: *
9: *
14: *
...
com.oracle.truffle.js.nodes.access.PropertyGetNode.getValueOrDefault(PropertyGetNode.java:301) [bci: 55]
[2] state = BOTH(if=36486564#, else=44603498#)
com.oracle.truffle.js.nodes.control.IfNode.execute(IfNode.java:158) [bci: 12]
[1] state = BOTH(if=72572593#, else=1305851#)
com.oracle.truffle.js.nodes.function.JSFunctionCallNode.executeCall(JSFunctionCallNode.java:233) [bci: 18]
[5] state = BOTH(if=38703322#, else=32550439#)
com.oracle.truffle.js.nodes.access.PropertyCacheNode$PrototypeShapeCheckNode.accept(PropertyCacheNode.java:364) [bci: 4]
[4] state = ELSE(if=0#, else=64094316#)
com.oracle.truffle.js.nodes.control.WhileNode$WhileDoRepeatingNode.executeRepeating(WhileNode.java:230) [bci: 5]
[3] state = BOTH(if=44392142#, else=7096299#)
...
The --engine.SpecializationStatistics command prints detailed histograms about Node classes and their usage of Truffle DSL specializations.
See Specialization Statistics for a tutorial on how to use it.
Note: Specialization statistics require a recompilation of the interpeter.
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
| Name Instances Executions Executions per instance
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
| JSWriteCurrentFrameSlotNodeGen 8 (17%) 18 (12%) Min= 1 Avg= 2.25 Max= 5 MaxNode= test.js~5-7:76-128
| doBoolean <boolean> 1 (13%) 1 (6%) Min= 1 Avg= 1.00 Max= 1 MaxNode= test.js~4:52-71
| doInt <int> 1 (13%) 1 (6%) Min= 1 Avg= 1.00 Max= 1 MaxNode= test.js~5-7:76-128
| doSafeIntegerInt 0 (0%) 0 (0%) Min= 0 Avg= 0.00 Max= 0 MaxNode= -
| doSafeInteger 0 (0%) 0 (0%) Min= 0 Avg= 0.00 Max= 0 MaxNode= -
| doLong 0 (0%) 0 (0%) Min= 0 Avg= 0.00 Max= 0 MaxNode= -
| doDouble 0 (0%) 0 (0%) Min= 0 Avg= 0.00 Max= 0 MaxNode= -
| doObject 7 (88%) 16 (89%) Min= 1 Avg= 2.29 Max= 5 MaxNode= test.js~5-7:76-128
| <DynamicObjectBasic> 6 (86%) 12 (75%) Min= 1 Avg= 2.00 Max= 5 MaxNode= test.js~5-7:76-128
| <IteratorRecord> 1 (14%) 1 (6%) Min= 1 Avg= 1.00 Max= 1 MaxNode= test.js~1-8:16-130
| <String> 2 (29%) 2 (13%) Min= 1 Avg= 1.00 Max= 1 MaxNode= test.js~5-7:76-128
| <Integer> 1 (14%) 1 (6%) Min= 1 Avg= 1.00 Max= 1 MaxNode= test.js~6:105-123
| --------------------------------------------------------------------------------------------------------------------------------------------------------------------
| [doBoolean] 1 (13%) 1 (6%) Min= 1 Avg= 1.00 Max= 1 MaxNode= test.js~4:52-71
| [doInt, doObject] 1 (13%) 4 (22%) Min= 4 Avg= 4.00 Max= 4 MaxNode= test.js~5-7:76-128
| doInt 1 (100%) 1 (25%) Min= 1 Avg= 1.00 Max= 1 MaxNode= test.js~5-7:76-128
| doObject 1 (100%) 3 (75%) Min= 3 Avg= 3.00 Max= 3 MaxNode= test.js~5-7:76-128
| [doObject] 6 (75%) 13 (72%) Min= 1 Avg= 2.17 Max= 5 MaxNode= test.js~5-7:76-128
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
| Name Instances Executions Executions per instance
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
| JSReadCurrentFrameSlotNodeGen 8 (17%) 25 (17%) Min= 1 Avg= 3.13 Max= 5 MaxNode= test.js~5-7:76-128
| doBoolean 0 (0%) 0 (0%) Min= 0 Avg= 0.00 Max= 0 MaxNode= -
| doInt <no-args> 1 (13%) 1 (4%) Min= 1 Avg= 1.00 Max= 1 MaxNode= test.js~5:81-87
| doDouble 0 (0%) 0 (0%) Min= 0 Avg= 0.00 Max= 0 MaxNode= -
| doObject <no-args> 8 (100%) 24 (96%) Min= 1 Avg= 3.00 Max= 5 MaxNode= test.js~5-7:76-128
| doSafeInteger 0 (0%) 0 (0%) Min= 0 Avg= 0.00 Max= 0 MaxNode= -
| --------------------------------------------------------------------------------------------------------------------------------------------------------------------
| [doInt, doObject] 1 (13%) 4 (16%) Min= 4 Avg= 4.00 Max= 4 MaxNode= test.js~5:81-87
| doInt 1 (100%) 1 (25%) Min= 1 Avg= 1.00 Max= 1 MaxNode= test.js~5:81-87
| doObject 1 (100%) 3 (75%) Min= 3 Avg= 3.00 Max= 3 MaxNode= test.js~5:81-87
| [doObject] 7 (88%) 21 (84%) Min= 1 Avg= 3.00 Max= 5 MaxNode= test.js~5-7:76-128
-----------------------------------------------------------------------------------------------------------------------------------------------------------------------
Controlling What Is Compiled #
To make the best use of the former options, limit what is compiled to the methods that you are interested in.
-
--engine.CompileOnly=foorestricts compilation to methods withfooin their name. Use this in combination with returning a value or taking parameters to avoid code being compiled away. -
--engine.CompileImmediatelycompiles methods as soon as they are run. -
--engine.BackgroundCompilation=falsecompiles synchronously, which can simplify things. -
--compiler.Inlining=falsedisables inlining which can make code easier to understand. -
--engine.OSR=falsedisables on-stack-replacement (compilation of the bodies ofwhileloops for example) which can make code easier to understand. -
--engine.Compilation=falseturns off Truffle compilation all together.
Debugging Deoptimizations #
Sometimes compiled code deoptimizes (goes from Truffle compiled code back to the interpreter) unexpectedly. These are some ways to investigate why the code is deoptimized. It is very important for performance to avoid repeated deoptimizations.
The --engine.TraceCompilation option shows deoptimizations with an [engine] opt deopt prefix, which is useful to evaluate if many deoptimizations happen.
However, it shows no other details.
Materializing a frame with FrameInstance#getFrame(READ_WRITE|MATERIALIZE) from the stack causes deoptimizations (but no invalidation).
These deoptimizations can be traced with --engine.TraceDeoptimizeFrame.
When using native images, you need to build the native image with -H:+IncludeNodeSourcePositions to enable stack traces for deoptimizations.
These are disabled by default to save on image size.
On natives images, --engine.TraceTransferToInterpreter prints an accurate stack trace for any deoptimization, it is effectively the same as --vm.XX:+TraceDeoptimization --engine.NodeSourcePositions.
This is often the most efficient way to find where a deoptimization comes from thanks to the stracktrace.
[Deoptimization initiated
name: String#[]
sp: 0x7ffd7b992710 ip: 0x7f26a8d8079f
reason: TransferToInterpreter action: InvalidateReprofile
debugId: 25 speculation: jdk.vm.ci.meta.SpeculationLog$NoSpeculationReason@13dbed9e
stack trace that triggered deoptimization:
at org.truffleruby.core.string.StringNodesFactory$StringSubstringPrimitiveNodeFactory$StringSubstringPrimitiveNodeGen.execute(StringNodesFactory.java:12760)
at org.truffleruby.core.string.StringNodes$GetIndexNode.substring(StringNodes.java:836)
at org.truffleruby.core.string.StringNodes$GetIndexNode.getIndex(StringNodes.java:650)
at org.truffleruby.core.string.StringNodesFactory$GetIndexNodeFactory$GetIndexNodeGen.execute(StringNodesFactory.java:1435)
at org.truffleruby.language.RubyCoreMethodRootNode.execute(RubyCoreMethodRootNode.java:53)
at com.oracle.truffle.runtime.OptimizedCallTarget.executeRootNode(OptimizedCallTarget.java:632)
at com.oracle.truffle.runtime.OptimizedCallTarget.profiledPERoot(OptimizedCallTarget.java:603)
[Deoptimization of frame
name: String#[]
sp: 0x7ffd7b992710 ip: 0x7f26a8d8079f
stack trace where execution continues:
at org.truffleruby.core.string.StringNodesFactory$StringSubstringPrimitiveNodeFactory$StringSubstringPrimitiveNodeGen.execute(StringNodesFactory.java:12760) bci 99 return address 0x4199a1d
at org.truffleruby.core.string.StringNodes$GetIndexNode.substring(StringNodes.java:836) bci 32 duringCall return address 0x41608e0
at org.truffleruby.core.string.StringNodes$GetIndexNode.getIndex(StringNodes.java:650) bci 25 duringCall return address 0x415f197
at org.truffleruby.core.string.StringNodesFactory$GetIndexNodeFactory$GetIndexNodeGen.execute(StringNodesFactory.java:1435) bci 109 duringCall return address 0x4182391
at org.truffleruby.language.RubyCoreMethodRootNode.execute(RubyCoreMethodRootNode.java:53) bci 14 duringCall return address 0x4239a29
at com.oracle.truffle.runtime.OptimizedCallTarget.executeRootNode(OptimizedCallTarget.java:632) bci 9 duringCall return address 0x3f1c4c9
at com.oracle.truffle.runtime.OptimizedCallTarget.profiledPERoot(OptimizedCallTarget.java:603) bci 37 duringCall return address 0x3f1d965
]
]
On HotSpot, --engine.TraceTransferToInterpreter prints a stack trace only for explicit deoptimizations via CompilerDirectives.transferToInterpreterAndInvalidate() or CompilerDirectives.transferToInterpreter().
The reported location can be incorrect if the deoptimization was caused by something else.
In that case it will report the stracktrace of the next CompilerDirectives.transferToInterpreter* call even though it is not the cause.
[engine] transferToInterpreter at
BinaryConstraint.output(../../../../4dev/js-benchmarks/octane-deltablue.js:416)
Constraint.satisfy(../../../../4dev/js-benchmarks/octane-deltablue.js:183)
Planner.incrementalAdd(../../../../4dev/js-benchmarks/octane-deltablue.js:597) <split-609bcfb6>
Constraint.addConstraint(../../../../4dev/js-benchmarks/octane-deltablue.js:165) <split-7d94beb9>
UnaryConstraint(../../../../4dev/js-benchmarks/octane-deltablue.js:219) <split-560348e6>
Function.prototype.call(<builtin>:1) <split-1df8b5b8>
EditConstraint(../../../../4dev/js-benchmarks/octane-deltablue.js:315) <split-23202fce>
...
com.oracle.truffle.api.CompilerDirectives.transferToInterpreterAndInvalidate(CompilerDirectives.java:90)
com.oracle.truffle.js.nodes.access.PropertyCacheNode.deoptimize(PropertyCacheNode.java:1269)
com.oracle.truffle.js.nodes.access.PropertyGetNode.getValueOrDefault(PropertyGetNode.java:305)
com.oracle.truffle.js.nodes.access.PropertyGetNode.getValueOrUndefined(PropertyGetNode.java:191)
com.oracle.truffle.js.nodes.access.PropertyNode.executeWithTarget(PropertyNode.java:153)
com.oracle.truffle.js.nodes.access.PropertyNode.execute(PropertyNode.java:140)
...
On HotSpot, --vm.XX:+UnlockDiagnosticVMOptions --vm.XX:+DebugNonSafepoints --vm.XX:+TraceDeoptimization prints all deoptimization events (but no stacktraces), whether the code is compiled by Truffle or conventional compilers.
The TraceDeoptimization option might require using a fastdebug JDK.
Uncommon trap bci=9 pc=0x00000001097f2235, relative_pc=501, method=com.oracle.truffle.js.nodes.access.PropertyNode.executeInt(Ljava/lang/Object;Ljava/lang/Object;)I, debug_id=0
Uncommon trap occurred in com.oracle.truffle.runtime.OptimizedCallTarget::profiledPERoot compiler=JVMCI compile_id=2686 (JVMCI: installed code name=BinaryConstraint.output#2) (@0x00000001097f2235) thread=5891 reason=transfer_to_interpreter action=reinterpret unloaded_class_index=-1 debug_id=0
Finally, on native images, --vm.XX:+TraceDeoptimizationDetails prints additional information:
[Deoptimization initiated
name: BinaryConstraint.output
sp: 0x7ffee7324d90 ip: 0x1126c51a8
reason: TransferToInterpreter action: InvalidateReprofile
debugId: 3 speculation: jdk.vm.ci.meta.SpeculationLog$NoSpeculationReason@10f942aa0
[Deoptimization of frame
name: BinaryConstraint.output
sp: 0x7ffee7324d90 ip: 0x1126c51a8
stack trace where execution continues:
at com.oracle.truffle.runtime.OptimizedCallTarget.profiledPERoot(OptimizedCallTarget.java:475) bci 0 return address 0x10aab9e5e
com.oracle.truffle.runtime.OptimizedCallTarget.profiledPERoot(OptimizedCallTarget.java:475)
bci: 0 deoptMethodOffset: 35524160 deoptMethod: 0x10aab9e40 return address: 0x10aab9e5e offset: 0
slot 0 kind: Object value: com.oracle.svm.truffle.api.SubstrateOptimizedCallTarget@0x112cbbaa0 offset: 64
slot 1 kind: Object value: [Ljava.lang.Object;@0x1144a7db0 offset: 56
]
]
You might notice the presence of a debugId or debug_id in the output of these options.
This id might only be set if you also enable dumping, e.g., via --vm.Djdk.graal.Dump=Truffle:1 (see below).
In that case, the debug id will correspond to the id of a node in the IGV graph.
First, open the first phase of the relevant compilation.
That id can be searched via id=NUMBER in IGV’s Search in Nodes search box,
then selecting Open Search for node NUMBER in Node Searches window,
and then clicking the Search in following phases button.
Debugging Invalidations #
Invalidations happen when a compiled CallTarget is thrown away.
The most common causes are:
- An explicit
CompilerDirectives.transferToInterpreterAndInvalidate()(an internal invalidation) - One of the
Assumptionused by that CallTarget has been invalidated (an external invalidation). Use--engine.TraceAssumptionsto trace those with more details.
The --engine.TraceCompilation option also shows CallTarget invalidations with an [engine] opt inv. prefix.
Ideal Graph Visualizer #
The Ideal Graph Visualizer (IGV) is a tool to understand Truffle ASTs and the Graal Compiler graphs.
A typical usage is to run with --vm.Djdk.graal.Dump=Truffle:1 --vm.Djdk.graal.PrintGraph=Network, which will show you Truffle ASTs, guest-language call graphs, and the Graal graphs as they leave the Truffle phase.
If the -Djdk.graal.PrintGraph=Network flag is omitted then the dump files are placed in the graal_dumps directory, which you should then open in IGV.
Use --vm.Djdk.graal.Dump=Truffle:2 to dump Graal graphs between each compiler phase.
C1 Visualizer #
The C1 Visualizer is a tool to understand the Low Level IR (LIR), register allocation, and code generation stages of GraalVM. It is available here.
A typical usage is --vm.Djdk.graal.Dump=:3.
Files are put into a graal_dumps directory which you should then open in the C1 Visualizer.
Disassembler #
THe --vm.XX:+UnlockDiagnosticVMOptions --vm.XX:+PrintAssembly commands combination prints assembly code.
You will need to install hsdis using mx hsdis in graal/compiler, or manually install it into the current directory from here.
Typical usage is --vm.Djdk.graal.Dump --vm.Djdk.graal.PrintBackendCFG=true. Files are
put into a graal_dumps directory which you should then open in the
C1 Visualizer.
Combine with --vm.XX:TieredStopAtLevel=0 to disable compilation of runtime routines so that it’s easier to find your guest-language method.
Note: You can also look at assembly code in the C1 Visualizer.
These have been the most common and powerful ways to optimize or debug Truffle interpreters.