[PATCH] D99675: RFC [llvm][clang] Create new intrinsic llvm.arith.fence to control FP optimization at expression level
Melanie Blower via Phabricator via llvm-commits
llvm-commits at lists.llvm.org
Wed Mar 31 11:26:59 PDT 2021
mibintc created this revision.
mibintc added reviewers: andrew.w.kaylor, pengfei, kbsmith1.
Herald added subscribers: dexonsmith, jfb, hiraditya.
mibintc requested review of this revision.
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Herald added a project: LLVM.
This is a proposal to add a new llvm intrinsic, llvm.arith.fence. The purpose is to provide fine control, at the expression level, over floating point optimization when -ffast-math (-ffp-model=fast) is enabled. We are also proposing a new clang builtin that provides access to this intrinsic, as well as a new clang command line option `-fprotect-parens` that will be implemented using this intrinsic.
This patch is authored by @pengfei
Rationale
---------
Some expression transformations that are mathematically correct, such as reassociation and distribution, may be incorrect when dealing with finite precision floating point. For example, these two expressions,
(a + b) + c
a + (b + c)
are equivalent mathematically in integer arithmetic, but not in floating point. In some floating point (FP) models, the compiler is allowed to make these value-unsafe transformations for performance reasons, even when the programmer uses parentheses explicitly. But the compiler must always honor the parentheses implied by llvm.arith.fence, regardless of the FP model settings.
Under `–ffp-model=fast`, llvm.arith.fence provides a way to partially enforce ordering in an FP expression.
| Original expression | Transformed expression | Permitted? |
| ----------------------------- | ---------------------- | ---------- |
| (a + b) + c | a + (b + c) | Yes! |
| llvm.arith.fence((a + b) + c) | a + (b + c) | No! |
|
NOTE: The llvm.arith.fence serves no purpose in value-safe FP modes like `–ffp-model=precise`: FP expressions are already strictly ordered.
The new llvm intrinsic also enables the implementation of the option `-fprotect-parens` which is available in gfortran as well as the Intel C++ and Fortran compilers: icc and ifort.
Proposed llvm IR changes
------------------------
Requirements for llvm.arith.fence:
- There is one operand. The input to the intrinsic is an llvm::Value and must be scalar floating point or vector floating point.
- The return type is the same as the operand type.
- The return value is equivalent to the operand.
Optimizing llvm.arith.fence
---------------------------
- Constant folding may substitute the constant value of the llvm.arith.fence operand for the value of fence itself in the case where the operand is constant.
- CSE Detection: No special changes needed: if E1 and E2 are CSE, then llvm.arith.fence(E1) and llvm.arith.fence(E2) are CSE.
- FMA transformation should be enabled, at least in the -ffp-model=fast case.
- The expression “llvm.arith.fence(a * b) + c” means that “a * b” must happen before “+ c” and FMA guarantees that, but to prevent later optimizations from unpacking the FMA the correct transformation needs to be:
llvm.arith.fence(a * b) + c → llvm.arith.fence(FMA(a, b, c))
- In the ffp-model=fast case, FMA formation doesn’t happen until Isel, so we just need to add the llvm.arith.fence cases to ISel pattern matching.
- There are some choices around the FMA optimization. For this example:
%t1 = fmul double %x, %y
%t2 = call double @llvm.arith.fence.f64(double %t1)
%t3 = fadd contract double %t2, %z
1. FMA is allowed across an arith.fence if and only if the FMF `contract` flag is set for the llvm.arith.fence operand. //We are recommending this choice.//
2. FMA is not allowed across a fence
3. The FMF `contract` flag should be set on the llvm.arith.fence intrinsic call if contraction should be enabled
- Fast Math Optimization:
- The result of a llvm.arith.fence can participate in fast math optimizations. For example:
// This transformation is legal:
w + llvm.arith.fence(x + y) + z → w + z + llvm.arith.fence(x + y)
- The operand of a llvm.arith.fence can participate in fast math optimizations. For example:
// This transformation is legal:
llvm.arith.fence((x+y)+z) --> llvm.arith.fence(x+(y+z))
NOTE: We want fast-math optimization within the fence, but not across the fence.
- MIR Optimization:
- The use of a pseudo-operation in the MIR serves the same purpose as the intrinsic in the IR, since all the optimizations are based on patterns matching from known DAGs/MIs.
- Backend simply respects the llvm.arith.fence intrinsic, builds llvm.arith.fence node during DAG/ISel and emits pseudo arithmetic_fence MI after it.
- The pseudo arithmetic_fence MI turns into a comment when emitting assembly.
Other llvm changes needed -- utility functions
----------------------------------------------
The ValueTracking utilities will need to be taught to handle the new intrinsic. For example, there are utility functions like `isKnownNeverNaN()` and `CannotBeOrderedLessThanZero()` that will need to “look through” the intrinsic.
A simple example
----------------
// llvm IR, llvm.arith.fence over addition.
%5 = load double, double* %B, align 8
%add1 = fadd double %4, %5
%6 = call double @llvm.arith.fence.f64(double %add1)
%7 = load double, double* %C, align 8
%mul = fmul double %6, %7
store double %mul, double* %A, align 8
Example, llvm.arith.fence over memory operand
---------------------------------------------
Consider this similar example, which illustrates how ‘x’ can be optimized while ‘z’ is fenced. Notice ‘q’ is simplified to ‘b’ (q = a + b - a -> q = b), but ‘z’ isn’t simplified because of the fence.
// llvm IR
define dso_local float @f(float %a, float %b)
local_unnamed_addr #0 {
%x = fadd fast float %b, %a
%tmp = call fast float @llvm.arith.fence.f32(float %x)
%z = fsub fast float %tmp, %a
%result = call fast float @llvm.maxnum.f32(float %z, float %b)
ret float %result
Clang changes to take advantage of this intrinsic
-------------------------------------------------
- Add new clang builtin __arithmetic_fence
- Add builtin definition
- There is one operand. Any kind of expression, including memory operand.
- The return type is the same as the operand type. The result of the intrinsic is the value of its rvalue operand.
- The operand type can be any scalar floating point type, complex, or vector with float or complex element type.
- The invocation of __arithmetic_fence is not a C/C++ constant expression, even if the operands are constant.
- Add semantic checks and test cases
- Modify clang/codegen to generate the llvm.arith.fence intrinsic
- Add support for a new command-line option `-fprotect-parens` which honors parentheses within a floating point expression, the default is `-fno-protect-parens`. For example,
// Compile with -ffast-math
double A,B,C;
A = __arithmetic_fence(A+B)*C;
// llvm IR
%4 = load double, double* %A, align 8
%5 = load double, double* %B, align 8
%add1 = fadd double %4, %5
%6 = call double @llvm.arith_fence.f64(double %add1)
%7 = load double, double* %C, align 8
%mul = fmul double %6, %7
store double %mul, double* %A, align 8
- Motivation: the new clang builtin provides clang compatibility with the Intel C++ compiler builtin `__fence` which has similar semantics, and likewise enables implementation of the option `-fprotect-parens`. The new builtin provides the clang programmer control over floating point optimizations at the expression level.
Pros & Cons
-----------
1. Pros
- Increases expressiveness and precise control over floating point calculations.
- Provides a desirable compatibility feature from industrial compilers
1. Cons
- Intrinsic bloat.
- Some of LLVM's optimizations need to understand the llvm.arith.fence semantics in order to retain optimization capabilities. This will require at least some engineering effort.
- Any target that wants to support this has to make modifications to their back-end.
Repository:
rG LLVM Github Monorepo
https://reviews.llvm.org/D99675
Files:
llvm/include/llvm/Analysis/TargetTransformInfoImpl.h
llvm/include/llvm/CodeGen/BasicTTIImpl.h
llvm/include/llvm/CodeGen/ISDOpcodes.h
llvm/include/llvm/IR/Intrinsics.td
llvm/include/llvm/Support/TargetOpcodes.def
llvm/include/llvm/Target/Target.td
llvm/lib/CodeGen/AsmPrinter/AsmPrinter.cpp
llvm/lib/CodeGen/SelectionDAG/SelectionDAGBuilder.cpp
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