[llvm] r254776 - [SimplifyLibCalls] Optimization for pow(x, n) where n is some constant

Weiming Zhao via llvm-commits llvm-commits at lists.llvm.org
Fri Dec 4 14:00:47 PST 2015


Author: weimingz
Date: Fri Dec  4 16:00:47 2015
New Revision: 254776

URL: http://llvm.org/viewvc/llvm-project?rev=254776&view=rev
Log:
[SimplifyLibCalls] Optimization for pow(x, n) where n is some constant

Summary:
    In order to avoid calling pow function we generate repeated fmul when n is a
    positive or negative whole number.
    
    For each exponent we pre-compute Addition Chains in order to minimize the no.
    of fmuls.
    Refer: http://wwwhomes.uni-bielefeld.de/achim/addition_chain.html
    
    We pre-compute addition chains for exponents upto 32 (which results in a max of
    7 fmuls).

    For eg:
    4 = 2+2
    5 = 2+3
    6 = 3+3 and so on
    
    Hence,
    pow(x, 4.0) ==> y = fmul x, x
                    x = fmul y, y
                    ret x

    For negative exponents, we simply compute the reciprocal of the final result.
    
    Note: This transformation is only enabled under fast-math.
    
    Patch by Mandeep Singh Grang <mgrang at codeaurora.org>

Reviewers: weimingz, majnemer, escha, davide, scanon, joerg

Subscribers: probinson, escha, llvm-commits

Differential Revision: http://reviews.llvm.org/D13994

Added:
    llvm/trunk/test/Transforms/InstCombine/pow-4.ll
Modified:
    llvm/trunk/lib/Transforms/Utils/SimplifyLibCalls.cpp

Modified: llvm/trunk/lib/Transforms/Utils/SimplifyLibCalls.cpp
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Transforms/Utils/SimplifyLibCalls.cpp?rev=254776&r1=254775&r2=254776&view=diff
==============================================================================
--- llvm/trunk/lib/Transforms/Utils/SimplifyLibCalls.cpp (original)
+++ llvm/trunk/lib/Transforms/Utils/SimplifyLibCalls.cpp Fri Dec  4 16:00:47 2015
@@ -1058,6 +1058,31 @@ Value *LibCallSimplifier::optimizeCos(Ca
   return Ret;
 }
 
+static Value *getPow(Value *InnerChain[33], unsigned Exp, IRBuilder<> &B) {
+  // Multiplications calculated using Addition Chains.
+  // Refer: http://wwwhomes.uni-bielefeld.de/achim/addition_chain.html
+
+  assert(Exp != 0 && "Incorrect exponent 0 not handled");
+
+  if (InnerChain[Exp])
+    return InnerChain[Exp];
+
+  static const unsigned AddChain[33][2] = {
+      {0, 0}, // Unused.
+      {0, 0}, // Unused (base case = pow1).
+      {1, 1}, // Unused (pre-computed).
+      {1, 2},  {2, 2},   {2, 3},  {3, 3},   {2, 5},  {4, 4},
+      {1, 8},  {5, 5},   {1, 10}, {6, 6},   {4, 9},  {7, 7},
+      {3, 12}, {8, 8},   {8, 9},  {2, 16},  {1, 18}, {10, 10},
+      {6, 15}, {11, 11}, {3, 20}, {12, 12}, {8, 17}, {13, 13},
+      {3, 24}, {14, 14}, {4, 25}, {15, 15}, {3, 28}, {16, 16},
+  };
+
+  InnerChain[Exp] = B.CreateFMul(getPow(InnerChain, AddChain[Exp][0], B),
+                                 getPow(InnerChain, AddChain[Exp][1], B));
+  return InnerChain[Exp];
+}
+
 Value *LibCallSimplifier::optimizePow(CallInst *CI, IRBuilder<> &B) {
   Function *Callee = CI->getCalledFunction();
   Value *Ret = nullptr;
@@ -1156,6 +1181,32 @@ Value *LibCallSimplifier::optimizePow(Ca
     return B.CreateFMul(Op1, Op1, "pow2");
   if (Op2C->isExactlyValue(-1.0)) // pow(x, -1.0) -> 1.0/x
     return B.CreateFDiv(ConstantFP::get(CI->getType(), 1.0), Op1, "powrecip");
+
+  // In -ffast-math, generate repeated fmul instead of generating pow(x, n).
+  if (unsafeFPMath) {
+    APFloat V = abs(Op2C->getValueAPF());
+    // We limit to a max of 7 fmul(s). Thus max exponent is 32.
+    // This transformation applies to integer exponents only.
+    if (V.compare(APFloat(V.getSemantics(), 32.0)) == APFloat::cmpGreaterThan ||
+        !V.isInteger())
+      return nullptr;
+
+    // We will memoize intermediate products of the Addition Chain.
+    Value *InnerChain[33] = {nullptr};
+    InnerChain[1] = Op1;
+    InnerChain[2] = B.CreateFMul(Op1, Op1);
+
+    // We cannot readily convert a non-double type (like float) to a double.
+    // So we first convert V to something which could be converted to double.
+    bool ignored;
+    V.convert(APFloat::IEEEdouble, APFloat::rmTowardZero, &ignored);
+    Value *FMul = getPow(InnerChain, V.convertToDouble(), B);
+    // For negative exponents simply compute the reciprocal.
+    if (Op2C->isNegative())
+      FMul = B.CreateFDiv(ConstantFP::get(CI->getType(), 1.0), FMul);
+    return FMul;
+  }
+
   return nullptr;
 }
 

Added: llvm/trunk/test/Transforms/InstCombine/pow-4.ll
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/test/Transforms/InstCombine/pow-4.ll?rev=254776&view=auto
==============================================================================
--- llvm/trunk/test/Transforms/InstCombine/pow-4.ll (added)
+++ llvm/trunk/test/Transforms/InstCombine/pow-4.ll Fri Dec  4 16:00:47 2015
@@ -0,0 +1,120 @@
+; Test that the pow library call simplifier works correctly.
+
+; RUN: opt -instcombine -S < %s | FileCheck %s
+
+; Function Attrs: nounwind readnone
+declare double @llvm.pow.f64(double, double)
+declare float @llvm.pow.f32(float, float)
+
+; pow(x, 4.0f)
+define float @test_simplify_4f(float %x) #0 {
+; CHECK-LABEL: @test_simplify_4f(
+; CHECK-NOT: pow
+; CHECK-NEXT: %1 = fmul float %x, %x
+; CHECK-NEXT: %2 = fmul float %1, %1
+; CHECK-NEXT: ret float %2
+  %1 = call float @llvm.pow.f32(float %x, float 4.000000e+00)
+  ret float %1
+}
+
+; pow(x, 3.0)
+define double @test_simplify_3(double %x) #0 {
+; CHECK-LABEL: @test_simplify_3(
+; CHECK-NOT: pow
+; CHECK-NEXT: %1 = fmul double %x, %x
+; CHECK-NEXT: %2 = fmul double %1, %x
+; CHECK-NEXT: ret double %2
+  %1 = call double @llvm.pow.f64(double %x, double 3.000000e+00)
+  ret double %1
+}
+
+; pow(x, 4.0)
+define double @test_simplify_4(double %x) #0 {
+; CHECK-LABEL: @test_simplify_4(
+; CHECK-NOT: pow
+; CHECK-NEXT: %1 = fmul double %x, %x
+; CHECK-NEXT: %2 = fmul double %1, %1
+; CHECK-NEXT: ret double %2
+  %1 = call double @llvm.pow.f64(double %x, double 4.000000e+00)
+  ret double %1
+}
+
+; pow(x, 15.0)
+define double @test_simplify_15(double %x) #0 {
+; CHECK-LABEL: @test_simplify_15(
+; CHECK-NOT: pow
+; CHECK-NEXT: %1 = fmul double %x, %x
+; CHECK-NEXT: %2 = fmul double %1, %x
+; CHECK-NEXT: %3 = fmul double %2, %2
+; CHECK-NEXT: %4 = fmul double %3, %3
+; CHECK-NEXT: %5 = fmul double %2, %4
+; CHECK-NEXT: ret double %5
+  %1 = call double @llvm.pow.f64(double %x, double 1.500000e+01)
+  ret double %1
+}
+
+; pow(x, -7.0)
+define double @test_simplify_neg_7(double %x) #0 {
+; CHECK-LABEL: @test_simplify_neg_7(
+; CHECK-NOT: pow
+; CHECK-NEXT: %1 = fmul double %x, %x
+; CHECK-NEXT: %2 = fmul double %1, %x
+; CHECK-NEXT: %3 = fmul double %1, %2
+; CHECK-NEXT: %4 = fmul double %1, %3
+; CHECK-NEXT: %5 = fdiv double 1.000000e+00, %4
+; CHECK-NEXT: ret double %5
+  %1 = call double @llvm.pow.f64(double %x, double -7.000000e+00)
+  ret double %1
+}
+
+; pow(x, -19.0)
+define double @test_simplify_neg_19(double %x) #0 {
+; CHECK-LABEL: @test_simplify_neg_19(
+; CHECK-NOT: pow
+; CHECK-NEXT: %1 = fmul double %x, %x
+; CHECK-NEXT: %2 = fmul double %1, %1
+; CHECK-NEXT: %3 = fmul double %2, %2
+; CHECK-NEXT: %4 = fmul double %3, %3
+; CHECK-NEXT: %5 = fmul double %1, %4
+; CHECK-NEXT: %6 = fmul double %5, %x
+; CHECK-NEXT: %7 = fdiv double 1.000000e+00, %6
+; CHECK-NEXT: ret double %7
+  %1 = call double @llvm.pow.f64(double %x, double -1.900000e+01)
+  ret double %1
+}
+
+; pow(x, 11.23)
+define double @test_simplify_11_23(double %x) #0 {
+; CHECK-LABEL: @test_simplify_11_23(
+; CHECK-NOT: fmul
+; CHECK-NEXT: %1 = call double @llvm.pow.f64(double %x, double 1.123000e+01)
+; CHECK-NEXT: ret double %1
+  %1 = call double @llvm.pow.f64(double %x, double 1.123000e+01)
+  ret double %1
+}
+
+; pow(x, 32.0)
+define double @test_simplify_32(double %x) #0 {
+; CHECK-LABEL: @test_simplify_32(
+; CHECK-NOT: pow
+; CHECK-NEXT: %1 = fmul double %x, %x
+; CHECK-NEXT: %2 = fmul double %1, %1
+; CHECK-NEXT: %3 = fmul double %2, %2
+; CHECK-NEXT: %4 = fmul double %3, %3
+; CHECK-NEXT: %5 = fmul double %4, %4
+; CHECK-NEXT: ret double %5
+  %1 = call double @llvm.pow.f64(double %x, double 3.200000e+01)
+  ret double %1
+}
+
+; pow(x, 33.0)
+define double @test_simplify_33(double %x) #0 {
+; CHECK-LABEL: @test_simplify_33(
+; CHECK-NOT: fmul
+; CHECK-NEXT: %1 = call double @llvm.pow.f64(double %x, double 3.300000e+01)
+; CHECK-NEXT: ret double %1
+  %1 = call double @llvm.pow.f64(double %x, double 3.300000e+01)
+  ret double %1
+}
+
+attributes #0 = { nounwind readnone "disable-tail-calls"="false" "less-precise-fpmad"="false" "no-frame-pointer-elim"="true" "no-frame-pointer-elim-non-leaf" "no-infs-fp-math"="true" "no-nans-fp-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="generic" "target-features"="+neon" "unsafe-fp-math"="true" "use-soft-float"="false" }




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