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authoralk3pInjection <webmaster@raspii.tech>2024-02-04 16:16:35 +0800
committeralk3pInjection <webmaster@raspii.tech>2024-02-04 16:16:35 +0800
commitabdaadbcae30fe0c9a66c7516798279fdfd97750 (patch)
tree00a54a6e25601e43876d03c1a4a12a749d4a914c /share/doc/gccint/Profile-information.html
Import stripped Arm GNU Toolchain 13.2.Rel1HEADumineko
https://developer.arm.com/downloads/-/arm-gnu-toolchain-downloads Change-Id: I7303388733328cd98ab9aa3c30236db67f2e9e9c
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+<head>
+<title>GNU Compiler Collection (GCC) Internals: Profile information</title>
+
+<meta name="description" content="GNU Compiler Collection (GCC) Internals: Profile information">
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+<body lang="en" bgcolor="#FFFFFF" text="#000000" link="#0000FF" vlink="#800080" alink="#FF0000">
+<a name="Profile-information"></a>
+<div class="header">
+<p>
+Next: <a href="Maintaining-the-CFG.html#Maintaining-the-CFG" accesskey="n" rel="next">Maintaining the CFG</a>, Previous: <a href="Edges.html#Edges" accesskey="p" rel="previous">Edges</a>, Up: <a href="Control-Flow.html#Control-Flow" accesskey="u" rel="up">Control Flow</a> &nbsp; [<a href="index.html#SEC_Contents" title="Table of contents" rel="contents">Contents</a>][<a href="Option-Index.html#Option-Index" title="Index" rel="index">Index</a>]</p>
+</div>
+<hr>
+<a name="Profile-information-1"></a>
+<h3 class="section">15.3 Profile information</h3>
+
+<a name="index-profile-representation"></a>
+<p>In many cases a compiler must make a choice whether to trade speed in
+one part of code for speed in another, or to trade code size for code
+speed. In such cases it is useful to know information about how often
+some given block will be executed. That is the purpose for
+maintaining profile within the flow graph.
+GCC can handle profile information obtained through <em>profile
+feedback</em>, but it can also estimate branch probabilities based on
+statics and heuristics.
+</p>
+<a name="index-profile-feedback"></a>
+<p>The feedback based profile is produced by compiling the program with
+instrumentation, executing it on a train run and reading the numbers
+of executions of basic blocks and edges back to the compiler while
+re-compiling the program to produce the final executable. This method
+provides very accurate information about where a program spends most
+of its time on the train run. Whether it matches the average run of
+course depends on the choice of train data set, but several studies
+have shown that the behavior of a program usually changes just
+marginally over different data sets.
+</p>
+<a name="index-Static-profile-estimation"></a>
+<a name="index-branch-prediction"></a>
+<a name="index-predict_002edef"></a>
+<p>When profile feedback is not available, the compiler may be asked to
+attempt to predict the behavior of each branch in the program using a
+set of heuristics (see <samp>predict.def</samp> for details) and compute
+estimated frequencies of each basic block by propagating the
+probabilities over the graph.
+</p>
+<a name="index-frequency_002c-count_002c-BB_005fFREQ_005fBASE"></a>
+<p>Each <code>basic_block</code> contains two integer fields to represent
+profile information: <code>frequency</code> and <code>count</code>. The
+<code>frequency</code> is an estimation how often is basic block executed
+within a function. It is represented as an integer scaled in the
+range from 0 to <code>BB_FREQ_BASE</code>. The most frequently executed
+basic block in function is initially set to <code>BB_FREQ_BASE</code> and
+the rest of frequencies are scaled accordingly. During optimization,
+the frequency of the most frequent basic block can both decrease (for
+instance by loop unrolling) or grow (for instance by cross-jumping
+optimization), so scaling sometimes has to be performed multiple
+times.
+</p>
+<a name="index-gcov_005ftype"></a>
+<p>The <code>count</code> contains hard-counted numbers of execution measured
+during training runs and is nonzero only when profile feedback is
+available. This value is represented as the host&rsquo;s widest integer
+(typically a 64 bit integer) of the special type <code>gcov_type</code>.
+</p>
+<p>Most optimization passes can use only the frequency information of a
+basic block, but a few passes may want to know hard execution counts.
+The frequencies should always match the counts after scaling, however
+during updating of the profile information numerical error may
+accumulate into quite large errors.
+</p>
+<a name="index-REG_005fBR_005fPROB_005fBASE_002c-EDGE_005fFREQUENCY"></a>
+<p>Each edge also contains a branch probability field: an integer in the
+range from 0 to <code>REG_BR_PROB_BASE</code>. It represents probability of
+passing control from the end of the <code>src</code> basic block to the
+<code>dest</code> basic block, i.e. the probability that control will flow
+along this edge. The <code>EDGE_FREQUENCY</code> macro is available to
+compute how frequently a given edge is taken. There is a <code>count</code>
+field for each edge as well, representing same information as for a
+basic block.
+</p>
+<p>The basic block frequencies are not represented in the instruction
+stream, but in the RTL representation the edge frequencies are
+represented for conditional jumps (via the <code>REG_BR_PROB</code>
+macro) since they are used when instructions are output to the
+assembly file and the flow graph is no longer maintained.
+</p>
+<a name="index-reverse-probability"></a>
+<p>The probability that control flow arrives via a given edge to its
+destination basic block is called <em>reverse probability</em> and is not
+directly represented, but it may be easily computed from frequencies
+of basic blocks.
+</p>
+<a name="index-redirect_005fedge_005fand_005fbranch"></a>
+<p>Updating profile information is a delicate task that can unfortunately
+not be easily integrated with the CFG manipulation API. Many of the
+functions and hooks to modify the CFG, such as
+<code>redirect_edge_and_branch</code>, do not have enough information to
+easily update the profile, so updating it is in the majority of cases
+left up to the caller. It is difficult to uncover bugs in the profile
+updating code, because they manifest themselves only by producing
+worse code, and checking profile consistency is not possible because
+of numeric error accumulation. Hence special attention needs to be
+given to this issue in each pass that modifies the CFG.
+</p>
+<a name="index-REG_005fBR_005fPROB_005fBASE_002c-BB_005fFREQ_005fBASE_002c-count"></a>
+<p>It is important to point out that <code>REG_BR_PROB_BASE</code> and
+<code>BB_FREQ_BASE</code> are both set low enough to be possible to compute
+second power of any frequency or probability in the flow graph, it is
+not possible to even square the <code>count</code> field, as modern CPUs are
+fast enough to execute $2^32$ operations quickly.
+</p>
+
+<hr>
+<div class="header">
+<p>
+Next: <a href="Maintaining-the-CFG.html#Maintaining-the-CFG" accesskey="n" rel="next">Maintaining the CFG</a>, Previous: <a href="Edges.html#Edges" accesskey="p" rel="previous">Edges</a>, Up: <a href="Control-Flow.html#Control-Flow" accesskey="u" rel="up">Control Flow</a> &nbsp; [<a href="index.html#SEC_Contents" title="Table of contents" rel="contents">Contents</a>][<a href="Option-Index.html#Option-Index" title="Index" rel="index">Index</a>]</p>
+</div>
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+</html>