[PATCH] D111630: [LoopVectorize][CostModel] Update cost model for fmuladd intrinsic

Rosie Sumpter via Phabricator via llvm-commits llvm-commits at lists.llvm.org
Mon Oct 18 08:12:37 PDT 2021


RosieSumpter updated this revision to Diff 380404.
RosieSumpter added a comment.

- Removed the new ##getFMulAddReductionCost## TTI interface
- Moved the cost calculation back to the vectorizer


CHANGES SINCE LAST ACTION
  https://reviews.llvm.org/D111630/new/

https://reviews.llvm.org/D111630

Files:
  llvm/lib/Transforms/Vectorize/LoopVectorize.cpp
  llvm/test/Transforms/LoopVectorize/AArch64/strict-fadd-cost.ll


Index: llvm/test/Transforms/LoopVectorize/AArch64/strict-fadd-cost.ll
===================================================================
--- llvm/test/Transforms/LoopVectorize/AArch64/strict-fadd-cost.ll
+++ llvm/test/Transforms/LoopVectorize/AArch64/strict-fadd-cost.ll
@@ -48,3 +48,53 @@
 for.end:
   ret double %add
 }
+
+; CHECK-VF4: Found an estimated cost of 23 for VF 4 For instruction:   %muladd = tail call float @llvm.fmuladd.f32(float %0, float %1, float %sum.07)
+; CHECK-VF8: Found an estimated cost of 46 for VF 8 For instruction:   %muladd = tail call float @llvm.fmuladd.f32(float %0, float %1, float %sum.07)
+
+define float @fmuladd_strict32(float* %a, float* %b, i64 %n) {
+entry:
+  br label %for.body
+
+for.body:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.body ]
+  %sum.07 = phi float [ 0.000000e+00, %entry ], [ %muladd, %for.body ]
+  %arrayidx = getelementptr inbounds float, float* %a, i64 %iv
+  %0 = load float, float* %arrayidx, align 4
+  %arrayidx2 = getelementptr inbounds float, float* %b, i64 %iv
+  %1 = load float, float* %arrayidx2, align 4
+  %muladd = tail call float @llvm.fmuladd.f32(float %0, float %1, float %sum.07)
+  %iv.next = add nuw nsw i64 %iv, 1
+  %exitcond.not = icmp eq i64 %iv.next, %n
+  br i1 %exitcond.not, label %for.end, label %for.body
+
+for.end:
+  ret float %muladd
+}
+
+declare float @llvm.fmuladd.f32(float, float, float)
+
+; CHECK-VF4: Found an estimated cost of 22 for VF 4 For instruction:   %muladd = tail call double @llvm.fmuladd.f64(double %0, double %1, double %sum.07)
+; CHECK-VF8: Found an estimated cost of 44 for VF 8 For instruction:   %muladd = tail call double @llvm.fmuladd.f64(double %0, double %1, double %sum.07)
+
+define double @fmuladd_strict64(double* %a, double* %b, i64 %n) {
+entry:
+  br label %for.body
+
+for.body:
+  %iv = phi i64 [ 0, %entry ], [ %iv.next, %for.body ]
+  %sum.07 = phi double [ 0.000000e+00, %entry ], [ %muladd, %for.body ]
+  %arrayidx = getelementptr inbounds double, double* %a, i64 %iv
+  %0 = load double, double* %arrayidx, align 4
+  %arrayidx2 = getelementptr inbounds double, double* %b, i64 %iv
+  %1 = load double, double* %arrayidx2, align 4
+  %muladd = tail call double @llvm.fmuladd.f64(double %0, double %1, double %sum.07)
+  %iv.next = add nuw nsw i64 %iv, 1
+  %exitcond.not = icmp eq i64 %iv.next, %n
+  br i1 %exitcond.not, label %for.end, label %for.body
+
+for.end:
+  ret double %muladd
+}
+
+declare double @llvm.fmuladd.f64(double, double, double)
Index: llvm/lib/Transforms/Vectorize/LoopVectorize.cpp
===================================================================
--- llvm/lib/Transforms/Vectorize/LoopVectorize.cpp
+++ llvm/lib/Transforms/Vectorize/LoopVectorize.cpp
@@ -7261,8 +7261,21 @@
   // If we're using ordered reductions then we can just return the base cost
   // here, since getArithmeticReductionCost calculates the full ordered
   // reduction cost when FP reassociation is not allowed.
-  if (useOrderedReductions(RdxDesc))
-    return BaseCost;
+  if (useOrderedReductions(RdxDesc)) {
+    if (RdxDesc.getRecurrenceKind() != RecurKind::FMulAdd)
+      return BaseCost;
+    // For a call to the llvm.fmuladd intrinsic we need to add the cost of a
+    // normal fmul instruction to the cost of the fadd reduction.
+    Value *Op2 = I->getOperand(1);
+    TargetTransformInfo::OperandValueProperties Op2VP;
+    TargetTransformInfo::OperandValueKind Op2VK =
+        TTI.getOperandInfo(Op2, Op2VP);
+    SmallVector<const Value *, 4> Operands(I->operand_values());
+    InstructionCost FMulCost = TTI.getArithmeticInstrCost(
+        Instruction::FMul, VectorTy, CostKind, TargetTransformInfo::OK_AnyValue,
+        Op2VK, TargetTransformInfo::OP_None, Op2VP, Operands, I);
+    return BaseCost + FMulCost;
+  }
 
   // Get the operand that was not the reduction chain and match it to one of the
   // patterns, returning the better cost if it is found.
@@ -7929,6 +7942,12 @@
     return TTI.getCastInstrCost(Opcode, VectorTy, SrcVecTy, CCH, CostKind, I);
   }
   case Instruction::Call: {
+    // Recognize a call to the llvm.fmuladd intrinsic.
+    if (RecurrenceDescriptor::isFMulAddIntrinsic(I)) {
+      // Detect reduction patterns.
+      if (auto RedCost = getReductionPatternCost(I, VF, VectorTy, CostKind))
+        return *RedCost;
+    }
     bool NeedToScalarize;
     CallInst *CI = cast<CallInst>(I);
     InstructionCost CallCost = getVectorCallCost(CI, VF, NeedToScalarize);


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