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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html><head><title>Alias Analysis Infrastructure in LLVM</title></head>
<body bgcolor=white>
<table width="100%" bgcolor="#330077" border=0 cellpadding=4 cellspacing=0>
<tr><td> <font size=+3 color="#EEEEFF" face="Georgia,Palatino,Times,Roman"><b>Alias Analysis Infrastructure in LLVM</b></font></td>
</tr></table>
<ol>
<li><a href="#introduction">Introduction</a>
<li><a href="#overview">AliasAnalysis Overview</a>
<ul>
<li><a href="#pointers">Representation of Pointers</a>
<li><a href="#MustMayNo">Must, May, and No Alias Responses</a>
<li><a href="#ModRefInfo">The <tt>getModRefInfo</tt> methods</a>
</ul>
<li><a href="#writingnew">Writing a new AliasAnalysis Implementation</a>
<ul>
<li><a href="#passsubclasses">Different Pass styles</a>
<li><a href="#requiredcalls">Required initialization calls</a>
<li><a href="#interfaces">Interfaces which may be specified</a>
<li><a href="#chaining">The AliasAnalysis chaining behavior</a>
<li><a href="#implefficiency">Efficiency Issues</a>
</ul>
<li><a href="#using">Using AliasAnalysis results</a>
<ul>
<li><a href="#loadvn">Using the <tt>-load-vn</tt> Pass</a>
<li><a href="#ast">Using the <tt>AliasSetTracker</tt> class</a>
<li><a href="#direct">Using the AliasAnalysis interface directly</a>
</ul>
<li><a href="#tools">Helpful alias analysis related tools</a>
<ul>
<li><a href="#no-aa">The <tt>-no-aa</tt> pass</a>
<li><a href="#print-alias-sets">The <tt>-print-alias-sets</tt> pass</a>
<li><a href="#count-aa">The <tt>-count-aa</tt> pass</a>
<li><a href="#aa-eval">The <tt>-aa-eval</tt> pass</a>
</ul>
</ul>
<p><b>Written by <a href="mailto:sabre@nondot.org">Chris Lattner</a></b><p>
</ol><p>
<!-- *********************************************************************** -->
<table width="100%" bgcolor="#330077" border=0 cellpadding=4 cellspacing=0>
<tr><td align=center><font color="#EEEEFF" size=+2 face="Georgia,Palatino"><b>
<a name="introduction">Introduction
</b></font></td></tr></table><ul>
<!-- *********************************************************************** -->
Alias Analysis (or Pointer Analysis) is a technique which attempts to determine
whether or not two pointers ever can point to the same object in memory.
Traditionally, Alias Analyses respond to a query with either a <a
href="#MustNoMay">Must, May, or No</a> alias response, indicating that two
pointers do point to the same object, might point to the same object, or are
known not to point to the same object.<p>
The <a href="/doxygen/classAliasAnalysis.html">AliasAnalysis</a> class is the
centerpiece of the LLVM Alias Analysis related infrastructure. This class is
the common interface between clients of alias analysis information and the
implementations providing it. In addition to simple alias analysis information,
this class exposes Mod/Ref information from those implementations which can
provide it, allowing for powerful analyses and transformations to work well
together.<p>
This document contains information neccesary to successfully implement this
interface, use it, and to test both sides. It also explains some of the finer
points about what exactly results mean. If you feel that something is unclear
or should be added, please <a href="mailto:sabre@nondot.org">let me know</a>.<p>
<!-- *********************************************************************** -->
</ul><table width="100%" bgcolor="#330077" border=0 cellpadding=4 cellspacing=0>
<tr><td align=center><font color="#EEEEFF" size=+2 face="Georgia,Palatino"><b>
<a name="overview">AliasAnalysis Overview
</b></font></td></tr></table><ul>
<!-- *********************************************************************** -->
The <a href="/doxygen/classAliasAnalysis.html">AliasAnalysis</a> class defines
the interface that Alias Analysis implementations should support. This class
exports two important enums: <tt>AliasResult</tt> and <tt>ModRefResult</tt>
which represent the result of an alias query or a mod/ref query,
respectively.<p>
The AliasAnalysis interface exposes information about memory, represented in
several different ways. In particular, memory objects are represented as a
starting address and size, and function calls are represented as the actual
<tt>call</tt> or <tt>invoke</tt> instructions that performs the call. The
AliasAnalysis interface also exposes some helper methods which allow you to get
mod/ref information for arbitrary instructions.<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="pointers">Representation of Pointers
</b></font></td></tr></table><ul>
Most importantly, the AliasAnalysis class provides several methods which are
used to query whether or not pointers alias, whether function calls can modify
or read memory, etc.<p>
Representing memory objects as a starting address and a size is critically
important for precise Alias Analyses. For example, consider this (silly) C
code:<p>
<pre>
int i;
char C[2];
char A[10];
/* ... */
for (i = 0; i != 10; ++i) {
C[0] = A[i]; /* One byte store */
C[1] = A[9-i]; /* One byte store */
}
</pre>
In this case, the <tt>basicaa</tt> pass will disambiguate the stores to
<tt>C[0]</tt> and <tt>C[1]</tt> because they are accesses to two distinct
locations one byte apart, and the accesses are each one byte. In this case, the
LICM pass can use store motion to remove the stores from the loop. In
constrast, the following code:<p>
<pre>
int i;
char C[2];
char A[10];
/* ... */
for (i = 0; i != 10; ++i) {
((short*)C)[0] = A[i]; /* Two byte store! */
C[1] = A[9-i]; /* One byte store */
}
</pre>
In this case, the two stores to C do alias each other, because the access to the
<tt>&C[0]</tt> element is a two byte access. If size information wasn't
available in the query, even the first case would have to conservatively assume
that the accesses alias.<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="MustMayNo">Must, May, and No Alias Responses
</b></font></td></tr></table><ul>
An Alias Analysis implementation can return one of three responses: MustAlias,
MayAlias, and NoAlias. The No and May alias results are obvious: if the two
pointers may never equal each other, return NoAlias, if they might, return
MayAlias.<p>
The Must Alias response is trickier though. In LLVM, the Must Alias response
may only be returned if the two memory objects are guaranteed to always start at
exactly the same location. If two memory objects overlap, but do not start at
the same location, MayAlias must be returned.<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="ModRefInfo">The <tt>getModRefInfo</tt> methods
</b></font></td></tr></table><ul>
The <tt>getModRefInfo</tt> methods return information about whether the
execution of an instruction can read or modify a memory location. Mod/Ref
information is always conservative: if an action <b>may</b> read a location, Ref
is returned.<p>
<!-- *********************************************************************** -->
</ul><table width="100%" bgcolor="#330077" border=0 cellpadding=4 cellspacing=0>
<tr><td align=center><font color="#EEEEFF" size=+2 face="Georgia,Palatino"><b>
<a name="writingnew">Writing a new AliasAnalysis Implementation
</b></font></td></tr></table><ul>
<!-- *********************************************************************** -->
Writing a new alias analysis implementation for LLVM is quite straight-forward.
There are already several implementations that you can use for examples, and the
following information should help fill in any details. For a minimal example,
take a look at the <a href="/doxygen/structNoAA.html"><tt>no-aa</tt></a>
implementation.<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="passsubclasses">Different Pass styles
</b></font></td></tr></table><ul>
The first step to determining what type of <a href="WritingAnLLVMPass.html">LLVM
pass</a> you need to use for your Alias Analysis. As is the case with most
other analyses and transformations, the answer should be fairly obvious from
what type of problem you are trying to solve:<p>
<ol>
<li>If you require interprocedural analysis, it should be a <tt>Pass</tt>.
<li>If you are a global analysis, subclass <tt>FunctionPass</tt>.
<li>If you are a local pass, subclass <tt>BasicBlockPass</tt>.
<li>If you don't need to look at the program at all, subclass
<tt>ImmutablePass</tt>.
</ol><p>
In addition to the pass that you subclass, you should also inherit from the
<tt>AliasAnalysis</tt> interface, of course, and use the
<tt>RegisterAnalysisGroup</tt> template to register as an implementation of
<tt>AliasAnalysis</tt>.<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="requiredcalls">Required initialization calls
</b></font></td></tr></table><ul>
Your subclass of AliasAnalysis is required to invoke two methods on the
AliasAnalysis base class: <tt>getAnalysisUsage</tt> and
<tt>InitializeAliasAnalysis</tt>. In particular, your implementation of
<tt>getAnalysisUsage</tt> should explicitly call into the
<tt>AliasAnalysis::getAnalysisUsage</tt> method in addition to doing any
declaring any pass dependencies your pass has. Thus you should have something
like this:<p>
<pre>
void getAnalysisUsage(AnalysisUsage &AU) const {
AliasAnalysis::getAnalysisUsage(AU);
<i>// declare your dependencies here.</i>
}
</pre>
Additionally, your must invoke the <tt>InitializeAliasAnalysis</tt> method from
your analysis run method (<tt>run</tt> for a <tt>Pass</tt>,
<tt>runOnFunction</tt> for a <tt>FunctionPass</tt>, <tt>runOnBasicBlock</tt> for
a <tt>BasicBlockPass</tt>, or <tt>InitializeAliasAnalysis</tt> for an
<tt>ImmutablePass</tt>). For example (as part of a <tt>Pass</tt>):<p>
<pre>
bool run(Module &M) {
InitializeAliasAnalysis(this);
<i>// Perform analysis here...</i>
return false;
}
</pre>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="interfaces">Interfaces which may be specified
</b></font></td></tr></table><ul>
All of the <a href="/doxygen/classAliasAnalysis.html">AliasAnalysis</a> virtual
methods default to providing conservatively correct information (returning "May"
Alias and "Mod/Ref" for alias and mod/ref queries respectively). Depending on
the capabilities of the analysis you are implementing, you just override the
interfaces you can improve.
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="chaining">The AliasAnalysis chaining behavior
</b></font></td></tr></table><ul>
With only two special exceptions (the <tt>basicaa</tt> and <a
href="#no-aa"><tt>no-aa</tt></a> passes) every alias analysis pass should chain
to another alias analysis implementation (for example, you could specify
"<tt>-basic-aa -ds-aa -andersens-aa -licm</tt>" to get the maximum benefit from
the three alias analyses). To do this, simply "Require" AliasAnalysis in your
<tt>getAnalysisUsage</tt> method, and if you need to return a conservative
MayAlias or Mod/Ref result, simply chain to a lower analysis.<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="implefficiency">Efficiency Issues
</b></font></td></tr></table><ul>
From the LLVM perspective, the only thing you need to do to provide an efficient
alias analysis is to make sure that alias analysis <b>queries</b> are serviced
quickly. The actual calculation of the alias analysis results (the "run"
method) is only performed once, but many (perhaps duplicate) queries may be
performed. Because of this, try to move as much computation to the run method
as possible (within reason).<p>
<!-- *********************************************************************** -->
</ul><table width="100%" bgcolor="#330077" border=0 cellpadding=4 cellspacing=0>
<tr><td align=center><font color="#EEEEFF" size=+2 face="Georgia,Palatino"><b>
<a name="using">Using AliasAnalysis results
</b></font></td></tr></table><ul>
<!-- *********************************************************************** -->
There are several different ways to use alias analysis results. In order of
preference, these are...<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="loadvn">Using the <tt>-load-vn</tt> Pass
</b></font></td></tr></table><ul>
The <tt>load-vn</tt> pass uses alias analysis to provide value numbering
information for <tt>load</tt> instructions. If your analysis or transformation
can be modelled in a form that uses value numbering information, you don't have
to do anything special to handle load instructions: just use the
<tt>load-vn</tt> pass, which uses alias analysis.<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="ast">Using the <tt>AliasSetTracker</tt> class
</b></font></td></tr></table><ul>
Many transformations need information about alias <b>sets</b> that are active in
some scope, rather than information about pairwise aliasing. The <tt><a
href="/doxygen/classAliasSetTracker.html">AliasSetTracker</a></tt> class is used
to efficiently build these Alias Sets from the pairwise alias analysis
information provided by the AliasAnalysis interface.<p>
First you initialize the AliasSetTracker by use the "<tt>add</tt>" methods to
add information about various potentially aliasing instructions in the scope you
are interested in. Once all of the alias sets are completed, your pass should
simply iterate through the constructed alias sets, using the AliasSetTracker
<tt>begin()</tt>/<tt>end()</tt> methods.<p>
The <tt>AliasSet</tt>s formed by the <tt>AliasSetTracker</tt> are guaranteed to
be disjoint, calculate mod/ref information for the set, and keep track of
whether or not all of the pointers in the set are Must aliases. The
AliasSetTracker also makes sure that sets are properly folded due to call
instructions, and can provide a list of pointers in each set.<p>
As an example user of this, the <a href="/doxygen/structLICM.html">Loop
Invariant Code Motion</a> pass uses AliasSetTrackers to build alias information
about each loop nest. If an AliasSet in a loop is not modified, then all load
instructions from that set may be hoisted out of the loop. If any alias sets
are stored <b>and</b> are must alias sets, then the stores may be sunk to
outside of the loop. Both of these transformations obviously only apply if the
pointer argument is loop-invariant.<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="direct">Using the AliasAnalysis interface directly
</b></font></td></tr></table><ul>
As a last resort, your pass could use the AliasAnalysis interface directly to
service your pass. If you find the need to do this, please <a
href="mailto:sabre@nondot.org">let me know</a> so I can see if something new
needs to be added to LLVM.<p>
<!-- *********************************************************************** -->
</ul><table width="100%" bgcolor="#330077" border=0 cellpadding=4 cellspacing=0>
<tr><td align=center><font color="#EEEEFF" size=+2 face="Georgia,Palatino"><b>
<a name="tools">Helpful alias analysis related tools
</b></font></td></tr></table><ul>
<!-- *********************************************************************** -->
If you're going to be working with the AliasAnalysis infrastructure, there are
several nice tools that may be useful for you and are worth knowing about...<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="no-aa">The <tt>-no-aa</tt> pass
</b></font></td></tr></table><ul>
The <tt>-no-aa</tt> analysis is just like what it sounds: an alias analysis that
never returns any useful information. This pass can be useful if you think that
alias analysis is doing something wrong and are trying to narrow down a problem.
If you don't specify an alias analysis, the default will be to use the
<tt>basicaa</tt> pass which does quite a bit of disambiguation on its own.<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="print-alias-sets">The <tt>-print-alias-sets</tt> pass
</b></font></td></tr></table><ul>
The <tt>-print-alias-sets</tt> pass is exposed as part of the <tt>analyze</tt>
tool to print out the Alias Sets formed by the <a
href="#ast"><tt>AliasSetTracker</tt></a> class. This is useful if you're using
the <tt>AliasSetTracker</tt>.<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="count-aa">The <tt>-count-aa</tt> pass</a>
</b></font></td></tr></table><ul>
The <tt>-count-aa</tt> pass is useful to see how many queries a particular pass
is making and what kinds of responses are returned by the alias analysis. An
example usage is:<p>
<pre>
$ opt -basicaa -count-aa -ds-aa -count-aa -licm
</pre>
Which will print out how many queries (and what responses are returned) by the
<tt>-licm</tt> pass (of the <tt>-ds-aa</tt> pass) and how many queries are made
of the <tt>-basicaa</tt> pass by the <tt>-ds-aa</tt> pass. This can be useful
when evaluating an alias analysis for precision.<p>
<!-- ======================================================================= -->
</ul><table width="50%" bgcolor="#441188" border=0 cellpadding=4 cellspacing=0>
<tr><td> </td><td width="100%">
<font color="#EEEEFF" face="Georgia,Palatino"><b>
<a name="aa-eval">The <tt>-aa-eval</tt> pass
</b></font></td></tr></table><ul>
The <tt>-aa-eval</tt> pass simply iterates through all pairs of pointers in a
function and asks an alias analysis whether or not the pointers alias. This
gives an indication of the precision of the alias analysis. Statistics are
printed.<p>
<!-- *********************************************************************** -->
</ul>
<!-- *********************************************************************** -->
<hr><font size=-1>
<address><a href="mailto:sabre@nondot.org">Chris Lattner</a></address>
<!-- Created: Wed Feb 26 10:40:50 CST 2003 -->
<!-- hhmts start -->
Last modified: Tue Mar 4 13:36:53 CST 2003
<!-- hhmts end -->
</font></body></html>
|
