Hotspot JIT 编译器是否有任何可以重现的指令重新排序?

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问题描述

我们知道，一些 JIT 允许对对象初始化重新排序，例如，

someRef = new SomeObject();

可以分解为以下步骤:

objRef = 为 SomeObject 分配空间；//步骤1调用 SomeObject 的构造函数；//第2步someRef = objRef;//第三步

JIT 编译器可能会重新排序如下:

objRef = 为 SomeObject 分配空间；//步骤1someRef = objRef;//第三步调用 SomeObject 的构造函数；//第2步

即step2和step3可以被JIT编译器重新排序.尽管这在理论上有效重新排序，但我无法在 x86 平台下使用 Hotspot(jdk1.7) 重现它.

那么，Hotspot JIT 编译器是否有任何可以重现的指令重新排序?

<小时>

更新:我做了其中节点的输入是节点操作的输入.每个节点根据其输入和操作定义一个值，并且该值在所有输出边上都可用.很明显，编译器看不到指针和整数存储节点之间的任何区别，因此唯一限制它的就是内存屏障.结果，为了减少寄存器压力，目标代码大小或其他编译器决定以这种奇怪(从用户的角度)顺序在基本块中调度指令.您可以使用以下选项(在 fastdebug build 中可用)在 Hotspot 中使用指令调度:-XX:+StressLCM 和 -XX:+StressGCM.

As we know, some JIT allows reordering for object initialization, for example,

someRef = new SomeObject();

can be decomposed into below steps:

objRef = allocate space for SomeObject; //step1
call constructor of SomeObject;         //step2
someRef = objRef;                    //step3

JIT compiler may reorder it as below:

objRef = allocate space for SomeObject; //step1
someRef = objRef;                    //step3
call constructor of SomeObject;         //step2

namely, step2 and step3 can be reordered by JIT compiler. Even though this is theoretically valid reordering, I was unable to reproduce it with Hotspot(jdk1.7) under x86 platform.

So, Is there any instruction reordering done by the Hotspot JIT comipler that can be reproduced?

Update: I did the test on my machine(Linux x86_64,JDK 1.8.0_40, i5-3210M ) using below command:

java -XX:-UseCompressedOops -XX:+UnlockDiagnosticVMOptions -XX:CompileCommand="print org.openjdk.jcstress.tests.unsafe.UnsafePublication::publish" -XX:CompileCommand="inline, org.openjdk.jcstress.tests.unsafe.UnsafePublication::publish" -XX:PrintAssemblyOptions=intel -jar tests-custom/target/jcstress.jar -f -1 -t .*UnsafePublication.* -v > log.txt

and I can see the tool reported something like:

[1] 5 ACCEPTABLE The object is published, at least 1 field is visible.

That meant an observer thread saw an uninitialized instance of MyObject.

However,I did NOT see assembly code generated like @Ivan's:

0x00007f71d4a15e34: mov r11d,DWORD PTR [rbp+0x10] ;getfield x 
0x00007f71d4a15e38: mov DWORD PTR [rax+0x10],r11d ;putfield x00 
0x00007f71d4a15e3c: mov DWORD PTR [rax+0x14],r11d ;putfield x01 
0x00007f71d4a15e40: mov DWORD PTR [rax+0x18],r11d ;putfield x02 
0x00007f71d4a15e44: mov DWORD PTR [rax+0x1c],r11d ;putfield x03 
0x00007f71d4a15e48: mov QWORD PTR [rbp+0x18],rax ;putfield o

There seems to be no compiler reordering here.

Update2: @Ivan corrected me. I used wrong JIT command to capture the assembly code.After fixing this error, I can grap below assembly code:

0x00007f76012b18d5: mov    DWORD PTR [rax+0x10],ebp  ;*putfield x00
0x00007f76012b18d8: mov    QWORD PTR [r8+0x18],rax  ;*putfield o
                                                ; - org.openjdk.jcstress.tests.unsafe.generated.UnsafePublication_jcstress$Runner_publish::call@94 (line 156)
0x00007f76012b18dc: mov    DWORD PTR [rax+0x1c],ebp  ;*putfield x03

Apparently, the compiler did the reordering which caused an unsafe publication.

解决方案

You can reproduce any compiler reordering. The right question is - which tool to use for this. In order to see compiler reordering - you have to follow down to assembly level with JITWatch(as it uses HotSpot's assembly log output) or JMH with LinuxPerfAsmProfiler.

Let's consider the following benchmark based on JMH:

public class ReorderingBench {

    public int[] array = new int[] {1 , -1,  1, -1};
    public int sum = 0;

    @Benchmark
    public void reorderGlobal() {
        int[] a = array;
        sum += a[1];
        sum += a[0];
        sum += a[3];
        sum += a[2];
    }

    @Benchmark
    public int reorderLocal() {
        int[] a = array;
        int sum = 0;
        sum += a[1];
        sum += a[0];
        sum += a[3];
        sum += a[2];
        return sum;
    }
}

Please note that array access is unordered. On my machine for method with global variable sum assembler output is:

mov    0xc(%rcx),%r8d         ;*getfield sum
...
add    0x14(%r12,%r10,8),%r8d ;add a[1]
add    0x10(%r12,%r10,8),%r8d ;add a[0]
add    0x1c(%r12,%r10,8),%r8d ;add a[3]
add    0x18(%r12,%r10,8),%r8d ;add a[2]

but for method with local variable sum access pattern was changed:

mov    0x10(%r12,%r10,8),%edx ;add a[0] <-- 0(0x10) first
add    0x14(%r12,%r10,8),%edx ;add a[1] <-- 1(0x14) second
add    0x1c(%r12,%r10,8),%edx ;add a[3]
add    0x18(%r12,%r10,8),%edx ;add a[2]

You can play with c1 compiler optimizations c1_RangeCheckElimination

Update:

It is extremely hard to see only compiler reorderings from user's point of view, because you have to run bilions of samples to catch the racy behavior. Also it is important to separate compiler and hardware issues, for instance, weakly-ordered hardware like POWER can change behavior. Let's start from the right tool: jcstress - an experimental harness and a suite of tests to aid the research in the correctness of concurrency support in the JVM, class libraries, and hardware. Here is a reproducer where the instruction scheduler may decide to emit a few field stores, then publish the reference, then emit the rest of the field stores(also you can read about safe publications and instruction scheduling here). In some cases on my machine with Linux x86_64, JDK 1.8.0_60, i5-4300M compiler generates the following code:

mov    %edx,0x10(%rax)    ;*putfield x00                    
mov    %edx,0x14(%rax)    ;*putfield x01
mov    %edx,0x18(%rax)    ;*putfield x02
mov    %edx,0x1c(%rax)    ;*putfield x03
...
movb   $0x0,0x0(%r13,%rdx,1)  ;*putfield o

but sometimes:

mov    %ebp,0x10(%rax)    ;*putfield x00
...
mov    %rax,0x18(%r10)    ;*putfield o  <--- publish here
mov    %ebp,0x1c(%rax)    ;*putfield x03
mov    %ebp,0x18(%rax)    ;*putfield x02
mov    %ebp,0x14(%rax)    ;*putfield x01

Update 2:

Regarding to the question about performance benefits. In our case, this optimization(reordering) does not bring meaningful performance benefit it's just a side effect of the compiler's implementation. HotSpot uses sea of nodes graph to model data and control flow(you can read about graph-based intermediate representation here). The following picture shows the IR graph for our example(-XX:+PrintIdeal -XX:PrintIdealGraphLevel=1 -XX:PrintIdealGraphFile=graph.xml options + ideal graph visualizer): where inputs to a node are inputs to the node's operation. Each node defines a value based on it's inputs and operation, and that value is available on all output edges. It is obvious that compiler does not see any difference between pointer and integer store nodes so the only thing that limits it - is memory barrier. As a result in order to reduce register pressure, target code size or something else compiler decides to schedule instructions within the basic block in this strange(from user's point of view) order. You can play with instruction scheduling in Hotspot by using the following options(available in fastdebug build): -XX:+StressLCM and -XX:+StressGCM.

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Hotspot JIT 编译器是否有任何可以重现的指令重新排序?

问题描述

Update:

Update 2:

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