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llvm/docs/Frontend/PerformanceTips.rst

 =====================================
 Performance Tips for Frontend Authors
 =====================================
 
 .. contents::
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 Abstract
 ========
 
-The intended audience of this document is developers of language frontends 
-targeting LLVM IR. This document is home to a collection of tips on how to 
-generate IR that optimizes well.  
+The intended audience of this document is developers of language frontends
+targeting LLVM IR. This document is home to a collection of tips on how to
+generate IR that optimizes well.
 
 IR Best Practices
 =================
 
-As with any optimizer, LLVM has its strengths and weaknesses.  In some cases, 
-surprisingly small changes in the source IR can have a large effect on the 
-generated code.  
+As with any optimizer, LLVM has its strengths and weaknesses.  In some cases,
+surprisingly small changes in the source IR can have a large effect on the
+generated code.
 
-Beyond the specific items on the list below, it's worth noting that the most 
+Beyond the specific items on the list below, it's worth noting that the most
 mature frontend for LLVM is Clang.  As a result, the further your IR gets from
 what Clang might emit, the less likely it is to be effectively optimized. It
 can often be useful to write a quick C program with the semantics you're trying
-to model and see what decisions Clang's IRGen makes about what IR to emit.  
-Studying Clang's CodeGen directory can also be a good source of ideas.  Note 
-that Clang and LLVM are explicitly version locked so you'll need to make sure 
-you're using a Clang built from the same svn revision or release as the LLVM 
-library you're using.  As always, it's *strongly* recommended that you track 
+to model and see what decisions Clang's IRGen makes about what IR to emit.
+Studying Clang's CodeGen directory can also be a good source of ideas.  Note
+that Clang and LLVM are explicitly version locked so you'll need to make sure
+you're using a Clang built from the same svn revision or release as the LLVM
+library you're using.  As always, it's *strongly* recommended that you track
 tip of tree development, particularly during bring up of a new project.
 
 The Basics
 ^^^^^^^^^^^
 
-#. Make sure that your Modules contain both a data layout specification and 
+#. Make sure that your Modules contain both a data layout specification and
    target triple. Without these pieces, non of the target specific optimization
    will be enabled.  This can have a major effect on the generated code quality.
 
 #. For each function or global emitted, use the most private linkage type
-   possible (private, internal or linkonce_odr preferably).  Doing so will 
+   possible (private, internal or linkonce_odr preferably).  Doing so will
    make LLVM's inter-procedural optimizations much more effective.
 
 #. Avoid high in-degree basic blocks (e.g. basic blocks with dozens or hundreds
-   of predecessors).  Among other issues, the register allocator is known to 
-   perform badly with confronted with such structures.  The only exception to 
+   of predecessors).  Among other issues, the register allocator is known to
+   perform badly with confronted with such structures.  The only exception to
    this guidance is that a unified return block with high in-degree is fine.
 
 Use of allocas
 ^^^^^^^^^^^^^^
 
-An alloca instruction can be used to represent a function scoped stack slot, 
-but can also represent dynamic frame expansion.  When representing function 
-scoped variables or locations, placing alloca instructions at the beginning of 
-the entry block should be preferred.   In particular, place them before any 
-call instructions. Call instructions might get inlined and replaced with 
-multiple basic blocks. The end result is that a following alloca instruction 
+An alloca instruction can be used to represent a function scoped stack slot,
+but can also represent dynamic frame expansion.  When representing function
+scoped variables or locations, placing alloca instructions at the beginning of
+the entry block should be preferred.   In particular, place them before any
+call instructions. Call instructions might get inlined and replaced with
+multiple basic blocks. The end result is that a following alloca instruction
 would no longer be in the entry basic block afterward.
 
 The SROA (Scalar Replacement Of Aggregates) and Mem2Reg passes only attempt
-to eliminate alloca instructions that are in the entry basic block.  Given 
-SSA is the canonical form expected by much of the optimizer; if allocas can 
-not be eliminated by Mem2Reg or SROA, the optimizer is likely to be less 
+to eliminate alloca instructions that are in the entry basic block.  Given
+SSA is the canonical form expected by much of the optimizer; if allocas can
+not be eliminated by Mem2Reg or SROA, the optimizer is likely to be less
 effective than it could be.
 
 Avoid loads and stores of large aggregate type
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
 LLVM currently does not optimize well loads and stores of large :ref:`aggregate
-types <t_aggregate>` (i.e. structs and arrays).  As an alternative, consider 
+types <t_aggregate>` (i.e. structs and arrays).  As an alternative, consider
 loading individual fields from memory.
 
-Aggregates that are smaller than the largest (performant) load or store 
-instruction supported by the targeted hardware are well supported.  These can 
-be an effective way to represent collections of small packed fields.  
+Aggregates that are smaller than the largest (performant) load or store
+instruction supported by the targeted hardware are well supported.  These can
+be an effective way to represent collections of small packed fields.
 
 Prefer zext over sext when legal
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-On some architectures (X86_64 is one), sign extension can involve an extra 
+On some architectures (X86_64 is one), sign extension can involve an extra
 instruction whereas zero extension can be folded into a load.  LLVM will try to
-replace a sext with a zext when it can be proven safe, but if you have 
-information in your source language about the range of a integer value, it can 
-be profitable to use a zext rather than a sext.  
+replace a sext with a zext when it can be proven safe, but if you have
+information in your source language about the range of a integer value, it can
+be profitable to use a zext rather than a sext.
 
-Alternatively, you can :ref:`specify the range of the value using metadata 
+Alternatively, you can :ref:`specify the range of the value using metadata
 <range-metadata>` and LLVM can do the sext to zext conversion for you.
 
 Zext GEP indices to machine register width
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
 Internally, LLVM often promotes the width of GEP indices to machine register
-width.  When it does so, it will default to using sign extension (sext) 
-operations for safety.  If your source language provides information about 
-the range of the index, you may wish to manually extend indices to machine 
+width.  When it does so, it will default to using sign extension (sext)
+operations for safety.  If your source language provides information about
+the range of the index, you may wish to manually extend indices to machine
 register width using a zext instruction.
 
 When to specify alignment
 ^^^^^^^^^^^^^^^^^^^^^^^^^^
 LLVM will always generate correct code if you don’t specify alignment, but may
-generate inefficient code.  For example, if you are targeting MIPS (or older 
-ARM ISAs) then the hardware does not handle unaligned loads and stores, and 
-so you will enter a trap-and-emulate path if you do a load or store with 
-lower-than-natural alignment.  To avoid this, LLVM will emit a slower 
-sequence of loads, shifts and masks (or load-right + load-left on MIPS) for 
-all cases where the load / store does not have a sufficiently high alignment 
+generate inefficient code.  For example, if you are targeting MIPS (or older
+ARM ISAs) then the hardware does not handle unaligned loads and stores, and
+so you will enter a trap-and-emulate path if you do a load or store with
+lower-than-natural alignment.  To avoid this, LLVM will emit a slower
+sequence of loads, shifts and masks (or load-right + load-left on MIPS) for
+all cases where the load / store does not have a sufficiently high alignment
 in the IR.
 
-The alignment is used to guarantee the alignment on allocas and globals, 
-though in most cases this is unnecessary (most targets have a sufficiently 
-high default alignment that they’ll be fine).  It is also used to provide a 
+The alignment is used to guarantee the alignment on allocas and globals,
+though in most cases this is unnecessary (most targets have a sufficiently
+high default alignment that they’ll be fine).  It is also used to provide a
 contract to the back end saying ‘either this load/store has this alignment, or
-it is undefined behavior’.  This means that the back end is free to emit 
-instructions that rely on that alignment (and mid-level optimizers are free to 
-perform transforms that require that alignment).  For x86, it doesn’t make 
-much difference, as almost all instructions are alignment-independent.  For 
+it is undefined behavior’.  This means that the back end is free to emit
+instructions that rely on that alignment (and mid-level optimizers are free to
+perform transforms that require that alignment).  For x86, it doesn’t make
+much difference, as almost all instructions are alignment-independent.  For
 MIPS, it can make a big difference.
 
-Note that if your loads and stores are atomic, the backend will be unable to 
-lower an under aligned access into a sequence of natively aligned accesses.  
+Note that if your loads and stores are atomic, the backend will be unable to
+lower an under aligned access into a sequence of natively aligned accesses.
 As a result, alignment is mandatory for atomic loads and stores.
 
 Other Things to Consider
 ^^^^^^^^^^^^^^^^^^^^^^^^
 
-#. Use ptrtoint/inttoptr sparingly (they interfere with pointer aliasing 
+#. Use ptrtoint/inttoptr sparingly (they interfere with pointer aliasing
    analysis), prefer GEPs
 
-#. Prefer globals over inttoptr of a constant address - this gives you 
-   dereferencability information.  In MCJIT, use getSymbolAddress to provide 
+#. Prefer globals over inttoptr of a constant address - this gives you
+   dereferencability information.  In MCJIT, use getSymbolAddress to provide
    actual address.
 
-#. Be wary of ordered and atomic memory operations.  They are hard to optimize 
+#. Be wary of ordered and atomic memory operations.  They are hard to optimize
    and may not be well optimized by the current optimizer.  Depending on your
    source language, you may consider using fences instead.
 
-#. If calling a function which is known to throw an exception (unwind), use 
-   an invoke with a normal destination which contains an unreachable 
-   instruction.  This form conveys to the optimizer that the call returns 
+#. If calling a function which is known to throw an exception (unwind), use
+   an invoke with a normal destination which contains an unreachable
+   instruction.  This form conveys to the optimizer that the call returns
    abnormally.  For an invoke which neither returns normally or requires unwind
-   code in the current function, you can use a noreturn call instruction if 
+   code in the current function, you can use a noreturn call instruction if
    desired.  This is generally not required because the optimizer will convert
    an invoke with an unreachable unwind destination to a call instruction.
 
-#. Use profile metadata to indicate statically known cold paths, even if 
-   dynamic profiling information is not available.  This can make a large 
+#. Use profile metadata to indicate statically known cold paths, even if
+   dynamic profiling information is not available.  This can make a large
    difference in code placement and thus the performance of tight loops.
 
 #. When generating code for loops, try to avoid terminating the header block of
-   the loop earlier than necessary.  If the terminator of the loop header 
+   the loop earlier than necessary.  If the terminator of the loop header
    block is a loop exiting conditional branch, the effectiveness of LICM will
-   be limited for loads not in the header.  (This is due to the fact that LLVM 
-   may not know such a load is safe to speculatively execute and thus can't 
-   lift an otherwise loop invariant load unless it can prove the exiting 
-   condition is not taken.)  It can be profitable, in some cases, to emit such 
-   instructions into the header even if they are not used along a rarely 
-   executed path that exits the loop.  This guidance specifically does not 
+   be limited for loads not in the header.  (This is due to the fact that LLVM
+   may not know such a load is safe to speculatively execute and thus can't
+   lift an otherwise loop invariant load unless it can prove the exiting
+   condition is not taken.)  It can be profitable, in some cases, to emit such
+   instructions into the header even if they are not used along a rarely
+   executed path that exits the loop.  This guidance specifically does not
    apply if the condition which terminates the loop header is itself invariant,
    or can be easily discharged by inspecting the loop index variables.
 
-#. In hot loops, consider duplicating instructions from small basic blocks 
-   which end in highly predictable terminators into their successor blocks.  
-   If a hot successor block contains instructions which can be vectorized 
+#. In hot loops, consider duplicating instructions from small basic blocks
+   which end in highly predictable terminators into their successor blocks.
+   If a hot successor block contains instructions which can be vectorized
    with the duplicated ones, this can provide a noticeable throughput
-   improvement.  Note that this is not always profitable and does involve a 
+   improvement.  Note that this is not always profitable and does involve a
    potentially large increase in code size.
 
 #. When checking a value against a constant, emit the check using a consistent
    comparison type.  The GVN pass *will* optimize redundant equalities even if
    the type of comparison is inverted, but GVN only runs late in the pipeline.
-   As a result, you may miss the opportunity to run other important 
-   optimizations.  Improvements to EarlyCSE to remove this issue are tracked in 
+   As a result, you may miss the opportunity to run other important
+   optimizations.  Improvements to EarlyCSE to remove this issue are tracked in
    Bug 23333.
 
-#. Avoid using arithmetic intrinsics unless you are *required* by your source 
-   language specification to emit a particular code sequence.  The optimizer 
+#. Avoid using arithmetic intrinsics unless you are *required* by your source
+   language specification to emit a particular code sequence.  The optimizer
    is quite good at reasoning about general control flow and arithmetic, it is
-   not anywhere near as strong at reasoning about the various intrinsics.  If 
-   profitable for code generation purposes, the optimizer will likely form the 
-   intrinsics itself late in the optimization pipeline.  It is *very* rarely 
+   not anywhere near as strong at reasoning about the various intrinsics.  If
+   profitable for code generation purposes, the optimizer will likely form the
+   intrinsics itself late in the optimization pipeline.  It is *very* rarely
    profitable to emit these directly in the language frontend.  This item
    explicitly includes the use of the :ref:`overflow intrinsics <int_overflow>`.
 
-#. Avoid using the :ref:`assume intrinsic <int_assume>` until you've 
-   established that a) there's no other way to express the given fact and b) 
-   that fact is critical for optimization purposes.  Assumes are a great 
-   prototyping mechanism, but they can have negative effects on both compile 
-   time and optimization effectiveness.  The former is fixable with enough 
+#. Avoid using the :ref:`assume intrinsic <int_assume>` until you've
+   established that a) there's no other way to express the given fact and b)
+   that fact is critical for optimization purposes.  Assumes are a great
+   prototyping mechanism, but they can have negative effects on both compile
+   time and optimization effectiveness.  The former is fixable with enough
    effort, but the later is fairly fundamental to their designed purpose.
 
 
 Describing Language Specific Properties
 =======================================
 
-When translating a source language to LLVM, finding ways to express concepts 
-and guarantees available in your source language which are not natively 
-provided by LLVM IR will greatly improve LLVM's ability to optimize your code. 
+When translating a source language to LLVM, finding ways to express concepts
+and guarantees available in your source language which are not natively
+provided by LLVM IR will greatly improve LLVM's ability to optimize your code.
 As an example, C/C++'s ability to mark every add as "no signed wrap (nsw)" goes
-a long way to assisting the optimizer in reasoning about loop induction 
-variables and thus generating more optimal code for loops.  
+a long way to assisting the optimizer in reasoning about loop induction
+variables and thus generating more optimal code for loops.
 
-The LLVM LangRef includes a number of mechanisms for annotating the IR with 
-additional semantic information.  It is *strongly* recommended that you become 
-highly familiar with this document.  The list below is intended to highlight a 
+The LLVM LangRef includes a number of mechanisms for annotating the IR with
+additional semantic information.  It is *strongly* recommended that you become
+highly familiar with this document.  The list below is intended to highlight a
 couple of items of particular interest, but is by no means exhaustive.
 
 Restricted Operation Semantics
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-#. Add nsw/nuw flags as appropriate.  Reasoning about overflow is 
-   generally hard for an optimizer so providing these facts from the frontend 
-   can be very impactful.  
+#. Add nsw/nuw flags as appropriate.  Reasoning about overflow is
+   generally hard for an optimizer so providing these facts from the frontend
+   can be very impactful.
 
-#. Use fast-math flags on floating point operations if legal.  If you don't 
-   need strict IEEE floating point semantics, there are a number of additional 
-   optimizations that can be performed.  This can be highly impactful for 
+#. Use fast-math flags on floating point operations if legal.  If you don't
+   need strict IEEE floating point semantics, there are a number of additional
+   optimizations that can be performed.  This can be highly impactful for
    floating point intensive computations.
 
 Describing Aliasing Properties
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-#. Add noalias/align/dereferenceable/nonnull to function arguments and return 
+#. Add noalias/align/dereferenceable/nonnull to function arguments and return
    values as appropriate
 
-#. Use pointer aliasing metadata, especially tbaa metadata, to communicate 
+#. Use pointer aliasing metadata, especially tbaa metadata, to communicate
    otherwise-non-deducible pointer aliasing facts
 
 #. Use inbounds on geps.  This can help to disambiguate some aliasing queries.
 
 
 Modeling Memory Effects
 ^^^^^^^^^^^^^^^^^^^^^^^^
 
 #. Mark functions as readnone/readonly/argmemonly or noreturn/nounwind when
    known.  The optimizer will try to infer these flags, but may not always be
-   able to.  Manual annotations are particularly important for external 
+   able to.  Manual annotations are particularly important for external
    functions that the optimizer can not analyze.
 
-#. Use the lifetime.start/lifetime.end and invariant.start/invariant.end 
-   intrinsics where possible.  Common profitable uses are for stack like data 
-   structures (thus allowing dead store elimination) and for describing 
-   life times of allocas (thus allowing smaller stack sizes).  
+#. Use the lifetime.start/lifetime.end and invariant.start/invariant.end
+   intrinsics where possible.  Common profitable uses are for stack like data
+   structures (thus allowing dead store elimination) and for describing
+   life times of allocas (thus allowing smaller stack sizes).
 
 #. Mark invariant locations using !invariant.load and TBAA's constant flags
 
 Pass Ordering
 ^^^^^^^^^^^^^
 
-One of the most common mistakes made by new language frontend projects is to 
+One of the most common mistakes made by new language frontend projects is to
 use the existing -O2 or -O3 pass pipelines as is.  These pass pipelines make a
-good starting point for an optimizing compiler for any language, but they have 
-been carefully tuned for C and C++, not your target language.  You will almost 
-certainly need to use a custom pass order to achieve optimal performance.  A 
+good starting point for an optimizing compiler for any language, but they have
+been carefully tuned for C and C++, not your target language.  You will almost
+certainly need to use a custom pass order to achieve optimal performance.  A
 couple specific suggestions:
 
-#. For languages with numerous rarely executed guard conditions (e.g. null 
-   checks, type checks, range checks) consider adding an extra execution or 
-   two of LoopUnswith and LICM to your pass order.  The standard pass order, 
-   which is tuned for C and C++ applications, may not be sufficient to remove 
+#. For languages with numerous rarely executed guard conditions (e.g. null
+   checks, type checks, range checks) consider adding an extra execution or
+   two of LoopUnswith and LICM to your pass order.  The standard pass order,
+   which is tuned for C and C++ applications, may not be sufficient to remove
    all dischargeable checks from loops.
 
-#. If you language uses range checks, consider using the IRCE pass.  It is not 
+#. If you language uses range checks, consider using the IRCE pass.  It is not
    currently part of the standard pass order.
 
-#. A useful sanity check to run is to run your optimized IR back through the 
-   -O2 pipeline again.  If you see noticeable improvement in the resulting IR, 
+#. A useful sanity check to run is to run your optimized IR back through the
+   -O2 pipeline again.  If you see noticeable improvement in the resulting IR,
    you likely need to adjust your pass order.
 
 
 I Still Can't Find What I'm Looking For
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
 If you didn't find what you were looking for above, consider proposing an piece
 of metadata which provides the optimization hint you need.  Such extensions are
-relatively common and are generally well received by the community.  You will 
-need to ensure that your proposal is sufficiently general so that it benefits 
+relatively common and are generally well received by the community.  You will
+need to ensure that your proposal is sufficiently general so that it benefits
 others if you wish to contribute it upstream.
 
-You should also consider describing the problem you're facing on `llvm-dev 
-<http://lists.llvm.org/mailman/listinfo/llvm-dev>`_ and asking for advice.  
-It's entirely possible someone has encountered your problem before and can 
-give good advice.  If there are multiple interested parties, that also 
+You should also consider describing the problem you're facing on `llvm-dev
+<http://lists.llvm.org/mailman/listinfo/llvm-dev>`_ and asking for advice.
+It's entirely possible someone has encountered your problem before and can
+give good advice.  If there are multiple interested parties, that also
 increases the chances that a metadata extension would be well received by the
-community as a whole.  
+community as a whole.
 
 Adding to this document
 =======================
 
 If you run across a case that you feel deserves to be covered here, please send
 a patch to `llvm-commits
 <http://lists.llvm.org/mailman/listinfo/llvm-commits>`_ for review.
 
-If you have questions on these items, please direct them to `llvm-dev 
-<http://lists.llvm.org/mailman/listinfo/llvm-dev>`_.  The more relevant 
-context you are able to give to your question, the more likely it is to be 
+If you have questions on these items, please direct them to `llvm-dev
+<http://lists.llvm.org/mailman/listinfo/llvm-dev>`_.  The more relevant
+context you are able to give to your question, the more likely it is to be
 answered.