[llvm] r337198 - [AMDGPU] [AMDGPU] Support a fdot2 pattern.

Farhana Aleen via llvm-commits llvm-commits at lists.llvm.org
Mon Jul 16 11:19:59 PDT 2018


Author: faaleen
Date: Mon Jul 16 11:19:59 2018
New Revision: 337198

URL: http://llvm.org/viewvc/llvm-project?rev=337198&view=rev
Log:
[AMDGPU] [AMDGPU] Support a fdot2 pattern.

Summary: Optimize fma((float)S0.x, (float)S1.x fma((float)S0.y, (float)S1.y, z))
                   -> fdot2((v2f16)S0, (v2f16)S1, (float)z)

Author: FarhanaAleen

Reviewed By: rampitec, b-sumner

Subscribers: AMDGPU

Differential Revision: https://reviews.llvm.org/D49146

Added:
    llvm/trunk/test/CodeGen/AMDGPU/fdot2.ll
Modified:
    llvm/trunk/lib/Target/AMDGPU/AMDGPUISelLowering.cpp
    llvm/trunk/lib/Target/AMDGPU/AMDGPUISelLowering.h
    llvm/trunk/lib/Target/AMDGPU/AMDGPUInstrInfo.td
    llvm/trunk/lib/Target/AMDGPU/SIISelLowering.cpp
    llvm/trunk/lib/Target/AMDGPU/SIISelLowering.h
    llvm/trunk/lib/Target/AMDGPU/VOP3PInstructions.td

Modified: llvm/trunk/lib/Target/AMDGPU/AMDGPUISelLowering.cpp
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Target/AMDGPU/AMDGPUISelLowering.cpp?rev=337198&r1=337197&r2=337198&view=diff
==============================================================================
--- llvm/trunk/lib/Target/AMDGPU/AMDGPUISelLowering.cpp (original)
+++ llvm/trunk/lib/Target/AMDGPU/AMDGPUISelLowering.cpp Mon Jul 16 11:19:59 2018
@@ -3993,6 +3993,7 @@ const char* AMDGPUTargetLowering::getTar
   NODE_NAME_CASE(FMED3)
   NODE_NAME_CASE(SMED3)
   NODE_NAME_CASE(UMED3)
+  NODE_NAME_CASE(FDOT2)
   NODE_NAME_CASE(URECIP)
   NODE_NAME_CASE(DIV_SCALE)
   NODE_NAME_CASE(DIV_FMAS)

Modified: llvm/trunk/lib/Target/AMDGPU/AMDGPUISelLowering.h
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Target/AMDGPU/AMDGPUISelLowering.h?rev=337198&r1=337197&r2=337198&view=diff
==============================================================================
--- llvm/trunk/lib/Target/AMDGPU/AMDGPUISelLowering.h (original)
+++ llvm/trunk/lib/Target/AMDGPU/AMDGPUISelLowering.h Mon Jul 16 11:19:59 2018
@@ -363,6 +363,7 @@ enum NodeType : unsigned {
   FMED3,
   SMED3,
   UMED3,
+  FDOT2,
   URECIP,
   DIV_SCALE,
   DIV_FMAS,

Modified: llvm/trunk/lib/Target/AMDGPU/AMDGPUInstrInfo.td
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Target/AMDGPU/AMDGPUInstrInfo.td?rev=337198&r1=337197&r2=337198&view=diff
==============================================================================
--- llvm/trunk/lib/Target/AMDGPU/AMDGPUInstrInfo.td (original)
+++ llvm/trunk/lib/Target/AMDGPU/AMDGPUInstrInfo.td Mon Jul 16 11:19:59 2018
@@ -341,6 +341,11 @@ def AMDGPUumed3 : SDNode<"AMDGPUISD::UME
 
 def AMDGPUfmed3 : SDNode<"AMDGPUISD::FMED3", SDTFPTernaryOp, []>;
 
+def AMDGPUfdot2 : SDNode<"AMDGPUISD::FDOT2",
+                  SDTypeProfile<1, 3, [SDTCisSameAs<0, 3>, SDTCisSameAs<1, 2>,
+                                       SDTCisFP<0>, SDTCisVec<1>]>,
+                  []>;
+
 def AMDGPUperm : SDNode<"AMDGPUISD::PERM", AMDGPUDTIntTernaryOp, []>;
 
 def AMDGPUinit_exec : SDNode<"AMDGPUISD::INIT_EXEC",

Modified: llvm/trunk/lib/Target/AMDGPU/SIISelLowering.cpp
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Target/AMDGPU/SIISelLowering.cpp?rev=337198&r1=337197&r2=337198&view=diff
==============================================================================
--- llvm/trunk/lib/Target/AMDGPU/SIISelLowering.cpp (original)
+++ llvm/trunk/lib/Target/AMDGPU/SIISelLowering.cpp Mon Jul 16 11:19:59 2018
@@ -623,6 +623,7 @@ SITargetLowering::SITargetLowering(const
   setTargetDAGCombine(ISD::FSUB);
   setTargetDAGCombine(ISD::FMINNUM);
   setTargetDAGCombine(ISD::FMAXNUM);
+  setTargetDAGCombine(ISD::FMA);
   setTargetDAGCombine(ISD::SMIN);
   setTargetDAGCombine(ISD::SMAX);
   setTargetDAGCombine(ISD::UMIN);
@@ -4945,6 +4946,9 @@ SDValue SITargetLowering::LowerINTRINSIC
   case Intrinsic::amdgcn_fmed3:
     return DAG.getNode(AMDGPUISD::FMED3, DL, VT,
                        Op.getOperand(1), Op.getOperand(2), Op.getOperand(3));
+  case Intrinsic::amdgcn_fdot2:
+    return DAG.getNode(AMDGPUISD::FDOT2, DL, VT,
+                       Op.getOperand(1), Op.getOperand(2), Op.getOperand(3));
   case Intrinsic::amdgcn_fmul_legacy:
     return DAG.getNode(AMDGPUISD::FMUL_LEGACY, DL, VT,
                        Op.getOperand(1), Op.getOperand(2));
@@ -7476,6 +7480,79 @@ SDValue SITargetLowering::performFSubCom
   return SDValue();
 }
 
+SDValue SITargetLowering::performFMACombine(SDNode *N,
+                                            DAGCombinerInfo &DCI) const {
+  SelectionDAG &DAG = DCI.DAG;
+  EVT VT = N->getValueType(0);
+  SDLoc SL(N);
+
+  if (!Subtarget->hasDLInsts() || VT != MVT::f32)
+    return SDValue();
+
+  // FMA((F32)S0.x, (F32)S1. x, FMA((F32)S0.y, (F32)S1.y, (F32)z)) ->
+  //   FDOT2((V2F16)S0, (V2F16)S1, (F32)z))
+  SDValue Op1 = N->getOperand(0);
+  SDValue Op2 = N->getOperand(1);
+  SDValue FMA = N->getOperand(2);
+
+  if (FMA.getOpcode() != ISD::FMA ||
+      Op1.getOpcode() != ISD::FP_EXTEND ||
+      Op2.getOpcode() != ISD::FP_EXTEND)
+    return SDValue();
+
+  // fdot2_f32_f16 always flushes fp32 denormal operand and output to zero,
+  // regardless of the denorm mode setting. Therefore, unsafe-fp-math/fp-contract
+  // is sufficient to allow generaing fdot2.
+  const TargetOptions &Options = DAG.getTarget().Options;
+  if (Options.AllowFPOpFusion == FPOpFusion::Fast || Options.UnsafeFPMath ||
+      (N->getFlags().hasAllowContract() &&
+       FMA->getFlags().hasAllowContract())) {
+    Op1 = Op1.getOperand(0);
+    Op2 = Op2.getOperand(0);
+    if (Op1.getOpcode() != ISD::EXTRACT_VECTOR_ELT ||
+        Op2.getOpcode() != ISD::EXTRACT_VECTOR_ELT)
+      return SDValue();
+
+    SDValue Vec1 = Op1.getOperand(0);
+    SDValue Idx1 = Op1.getOperand(1);
+    SDValue Vec2 = Op2.getOperand(0);
+
+    SDValue FMAOp1 = FMA.getOperand(0);
+    SDValue FMAOp2 = FMA.getOperand(1);
+    SDValue FMAAcc = FMA.getOperand(2);
+
+    if (FMAOp1.getOpcode() != ISD::FP_EXTEND ||
+        FMAOp2.getOpcode() != ISD::FP_EXTEND)
+      return SDValue();
+
+    FMAOp1 = FMAOp1.getOperand(0);
+    FMAOp2 = FMAOp2.getOperand(0);
+    if (FMAOp1.getOpcode() != ISD::EXTRACT_VECTOR_ELT ||
+        FMAOp2.getOpcode() != ISD::EXTRACT_VECTOR_ELT)
+      return SDValue();
+
+    SDValue Vec3 = FMAOp1.getOperand(0);
+    SDValue Vec4 = FMAOp2.getOperand(0);
+    SDValue Idx2 = FMAOp1.getOperand(1);
+
+    if (Idx1 != Op2.getOperand(1) || Idx2 != FMAOp2.getOperand(1) ||
+        // Idx1 and Idx2 cannot be the same.
+        Idx1 == Idx2)
+      return SDValue();
+
+    if (Vec1 == Vec2 || Vec3 == Vec4)
+      return SDValue();
+
+    if (Vec1.getValueType() != MVT::v2f16 || Vec2.getValueType() != MVT::v2f16)
+      return SDValue();
+
+    if ((Vec1 == Vec3 && Vec2 == Vec4) ||
+        (Vec1 == Vec4 && Vec2 == Vec3))
+      return DAG.getNode(AMDGPUISD::FDOT2, SL, MVT::f32, Vec1, Vec2, FMAAcc);
+  }
+  return SDValue();
+}
+
 SDValue SITargetLowering::performSetCCCombine(SDNode *N,
                                               DAGCombinerInfo &DCI) const {
   SelectionDAG &DAG = DCI.DAG;
@@ -7660,6 +7737,8 @@ SDValue SITargetLowering::PerformDAGComb
       return performMinMaxCombine(N, DCI);
     break;
   }
+  case ISD::FMA:
+    return performFMACombine(N, DCI);
   case ISD::LOAD: {
     if (SDValue Widended = widenLoad(cast<LoadSDNode>(N), DCI))
       return Widended;

Modified: llvm/trunk/lib/Target/AMDGPU/SIISelLowering.h
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Target/AMDGPU/SIISelLowering.h?rev=337198&r1=337197&r2=337198&view=diff
==============================================================================
--- llvm/trunk/lib/Target/AMDGPU/SIISelLowering.h (original)
+++ llvm/trunk/lib/Target/AMDGPU/SIISelLowering.h Mon Jul 16 11:19:59 2018
@@ -136,6 +136,7 @@ private:
   SDValue performSubCombine(SDNode *N, DAGCombinerInfo &DCI) const;
   SDValue performFAddCombine(SDNode *N, DAGCombinerInfo &DCI) const;
   SDValue performFSubCombine(SDNode *N, DAGCombinerInfo &DCI) const;
+  SDValue performFMACombine(SDNode *N, DAGCombinerInfo &DCI) const;
   SDValue performSetCCCombine(SDNode *N, DAGCombinerInfo &DCI) const;
   SDValue performCvtF32UByteNCombine(SDNode *N, DAGCombinerInfo &DCI) const;
   SDValue performClampCombine(SDNode *N, DAGCombinerInfo &DCI) const;

Modified: llvm/trunk/lib/Target/AMDGPU/VOP3PInstructions.td
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/lib/Target/AMDGPU/VOP3PInstructions.td?rev=337198&r1=337197&r2=337198&view=diff
==============================================================================
--- llvm/trunk/lib/Target/AMDGPU/VOP3PInstructions.td (original)
+++ llvm/trunk/lib/Target/AMDGPU/VOP3PInstructions.td Mon Jul 16 11:19:59 2018
@@ -167,7 +167,7 @@ defm : MadFmaMixPats<fma, V_FMA_MIX_F32,
 
 let SubtargetPredicate = HasDLInsts in {
 
-def V_DOT2_F32_F16 : VOP3PInst<"v_dot2_f32_f16", VOP3_Profile<VOP_F32_V2F16_V2F16_F32>, int_amdgcn_fdot2>;
+def V_DOT2_F32_F16 : VOP3PInst<"v_dot2_f32_f16", VOP3_Profile<VOP_F32_V2F16_V2F16_F32>, AMDGPUfdot2>;
 def V_DOT2_I32_I16 : VOP3PInst<"v_dot2_i32_i16", VOP3_Profile<VOP_I32_V2I16_V2I16_I32>, int_amdgcn_sdot2>;
 def V_DOT2_U32_U16 : VOP3PInst<"v_dot2_u32_u16", VOP3_Profile<VOP_I32_V2I16_V2I16_I32>, int_amdgcn_udot2>;
 def V_DOT4_I32_I8  : VOP3PInst<"v_dot4_i32_i8", VOP3_Profile<VOP_I32_I32_I32_I32, VOP3_PACKED>, int_amdgcn_sdot4>;

Added: llvm/trunk/test/CodeGen/AMDGPU/fdot2.ll
URL: http://llvm.org/viewvc/llvm-project/llvm/trunk/test/CodeGen/AMDGPU/fdot2.ll?rev=337198&view=auto
==============================================================================
--- llvm/trunk/test/CodeGen/AMDGPU/fdot2.ll (added)
+++ llvm/trunk/test/CodeGen/AMDGPU/fdot2.ll Mon Jul 16 11:19:59 2018
@@ -0,0 +1,232 @@
+; RUN: llc -march=amdgcn -mcpu=gfx900 -enable-unsafe-fp-math -verify-machineinstrs < %s | FileCheck %s  -check-prefixes=GCN,GFX900
+; RUN: llc -march=amdgcn -mcpu=gfx906 -enable-unsafe-fp-math -verify-machineinstrs < %s | FileCheck %s  -check-prefixes=GCN,GFX906-UNSAFE
+; RUN: llc -march=amdgcn -mcpu=gfx906 -verify-machineinstrs < %s | FileCheck %s  -check-prefixes=GCN,GFX906
+; RUN: llc -march=amdgcn -mcpu=gfx906 -mattr=-fp64-fp16-denormals,-fp32-denormals -fp-contract=fast -verify-machineinstrs < %s | FileCheck %s  -check-prefixes=GCN,GFX906-CONTRACT
+; RUN: llc -march=amdgcn -mcpu=gfx906 -mattr=+fp64-fp16-denormals,+fp32-denormals -fp-contract=fast -verify-machineinstrs < %s | FileCheck %s  -check-prefixes=GCN,GFX906-DENORM-CONTRACT
+; (fadd (fmul S1.x, S2.x), (fadd (fmul (S1.y, S2.y), z))) -> (fdot2 S1, S2, z)
+
+; Tests to make sure fdot2 is not generated when vector elements of dot-product expressions
+; are not converted from f16 to f32.
+; GCN-LABEL: {{^}}dotproduct_f16
+; GFX900: v_fma_legacy_f16
+; GCN900: v_fma_legacy_f16
+
+; GFX906: v_mul_f16_e32
+; GFX906: v_mul_f16_e32
+
+; GFX906-UNSAFE:  v_fma_legacy_f16
+
+; GFX906-CONTRACT: v_mac_f16_e32
+; GFX906-DENORM-CONTRACT: v_fma_legacy_f16
+define amdgpu_kernel void @dotproduct_f16(<2 x half> addrspace(1)* %src1,
+                                          <2 x half> addrspace(1)* %src2,
+                                          half addrspace(1)* nocapture %dst) {
+entry:
+  %src1.vec = load <2 x half>, <2 x half> addrspace(1)* %src1
+  %src2.vec = load <2 x half>, <2 x half> addrspace(1)* %src2
+
+  %src1.el1 = extractelement <2 x half> %src1.vec, i64 0
+  %src2.el1 = extractelement <2 x half> %src2.vec, i64 0
+
+  %src1.el2 = extractelement <2 x half> %src1.vec, i64 1
+  %src2.el2 = extractelement <2 x half> %src2.vec, i64 1
+
+  %mul2 = fmul half %src1.el2, %src2.el2
+  %mul1 = fmul half %src1.el1, %src2.el1
+  %acc = load half, half addrspace(1)* %dst, align 2
+  %acc1 = fadd half %mul2, %acc
+  %acc2 = fadd half %mul1, %acc1
+  store half %acc2, half addrspace(1)* %dst, align 2
+  ret void
+}
+
+
+; We only want to generate fdot2 if vector element of dot product is converted from f16 to f32
+; and the vectors are of type <2 x half>
+; GCN-LABEL: {{^}}dotproduct_f16_f32
+; GFX900: v_mad_mix_f32
+; GCN900: v_mad_mix_f32
+
+; GFX906: v_mad_f32
+; GFX906: v_mac_f32_e32
+
+; GFX906-UNSAFE: v_dot2_f32_f16
+
+; GFX906-CONTRACT: v_dot2_f32_f16
+
+; GFX906-DENORM-CONTRACT: v_dot2_f32_f16
+define amdgpu_kernel void @dotproduct_f16_f32(<2 x half> addrspace(1)* %src1,
+                                              <2 x half> addrspace(1)* %src2,
+                                              float addrspace(1)* nocapture %dst) {
+entry:
+  %src1.vec = load <2 x half>, <2 x half> addrspace(1)* %src1
+  %src2.vec = load <2 x half>, <2 x half> addrspace(1)* %src2
+
+  %src1.el1 = extractelement <2 x half> %src1.vec, i64 0
+  %csrc1.el1 = fpext half %src1.el1 to float
+  %src2.el1 = extractelement <2 x half> %src2.vec, i64 0
+  %csrc2.el1 = fpext half %src2.el1 to float
+
+  %src1.el2 = extractelement <2 x half> %src1.vec, i64 1
+  %csrc1.el2 = fpext half %src1.el2 to float
+  %src2.el2 = extractelement <2 x half> %src2.vec, i64 1
+  %csrc2.el2 = fpext half %src2.el2 to float
+
+  %mul2 = fmul float %csrc1.el2, %csrc2.el2
+  %mul1 = fmul float %csrc1.el1, %csrc2.el1
+  %acc = load float, float addrspace(1)* %dst, align 4
+  %acc1 = fadd float %mul2, %acc
+  %acc2 = fadd float %mul1, %acc1
+  store float %acc2, float addrspace(1)* %dst, align 4
+  ret void
+}
+
+; We only want to generate fdot2 if vector element of dot product is converted from f16 to f32
+; and the vectors are of type <2 x half>
+; GCN-LABEL: {{^}}dotproduct_diffvecorder
+; GFX900: v_mad_mix_f32
+; GCN900: v_mad_mix_f32
+
+; GFX906: v_mad_f32
+; GFX906: v_mac_f32_e32
+
+; GFX906-UNSAFE: v_dot2_f32_f16
+
+; GFX906-CONTRACT: v_dot2_f32_f16
+; GFX906-DENORM-CONTRACT: v_dot2_f32_f16
+define amdgpu_kernel void @dotproduct_diffvecorder(<2 x half> addrspace(1)* %src1,
+                                                   <2 x half> addrspace(1)* %src2,
+                                                   float addrspace(1)* nocapture %dst) {
+entry:
+  %src1.vec = load <2 x half>, <2 x half> addrspace(1)* %src1
+  %src2.vec = load <2 x half>, <2 x half> addrspace(1)* %src2
+
+  %src1.el1 = extractelement <2 x half> %src1.vec, i64 0
+  %csrc1.el1 = fpext half %src1.el1 to float
+  %src2.el1 = extractelement <2 x half> %src2.vec, i64 0
+  %csrc2.el1 = fpext half %src2.el1 to float
+
+  %src1.el2 = extractelement <2 x half> %src1.vec, i64 1
+  %csrc1.el2 = fpext half %src1.el2 to float
+  %src2.el2 = extractelement <2 x half> %src2.vec, i64 1
+  %csrc2.el2 = fpext half %src2.el2 to float
+
+  %mul2 = fmul float %csrc2.el2, %csrc1.el2
+  %mul1 = fmul float %csrc1.el1, %csrc2.el1
+  %acc = load float, float addrspace(1)* %dst, align 4
+  %acc1 = fadd float %mul2, %acc
+  %acc2 = fadd float %mul1, %acc1
+  store float %acc2, float addrspace(1)* %dst, align 4
+  ret void
+}
+
+; Tests to make sure dot product is not generated when the vectors are not of <2 x half>.
+; GCN-LABEL: {{^}}dotproduct_v4f16
+; GFX900: v_mad_mix_f32
+
+; GFX906: v_mad_f32
+; GFX906: v_mac_f32_e32
+
+; GFX906-UNSAFE: v_fma_mix_f32
+
+; GFX906-CONTRACT: v_fma_mix_f32
+; GFX906-DENORM-CONTRACT: v_fma_mix_f32
+define amdgpu_kernel void @dotproduct_v4f16(<4 x half> addrspace(1)* %src1,
+                                            <4 x half> addrspace(1)* %src2,
+                                            float addrspace(1)* nocapture %dst) {
+entry:
+  %src1.vec = load <4 x half>, <4 x half> addrspace(1)* %src1
+  %src2.vec = load <4 x half>, <4 x half> addrspace(1)* %src2
+
+  %src1.el1 = extractelement <4 x half> %src1.vec, i64 0
+  %csrc1.el1 = fpext half %src1.el1 to float
+  %src2.el1 = extractelement <4 x half> %src2.vec, i64 0
+  %csrc2.el1 = fpext half %src2.el1 to float
+
+  %src1.el2 = extractelement <4 x half> %src1.vec, i64 1
+  %csrc1.el2 = fpext half %src1.el2 to float
+  %src2.el2 = extractelement <4 x half> %src2.vec, i64 1
+  %csrc2.el2 = fpext half %src2.el2 to float
+
+  %mul2 = fmul float %csrc1.el2, %csrc2.el2
+  %mul1 = fmul float %csrc1.el1, %csrc2.el1
+  %acc = load float, float addrspace(1)* %dst, align 4
+  %acc1 = fadd float %mul2, %acc
+  %acc2 = fadd float %mul1, %acc1
+  store float %acc2, float addrspace(1)* %dst, align 4
+  ret void
+}
+
+; GCN-LABEL: {{^}}NotAdotproduct
+; GFX900: v_mad_mix_f32
+; GCN900: v_mad_mix_f32
+
+; GFX906: v_mad_f32
+; GFX906: v_mac_f32_e32
+
+; GFX906-UNSAFE: v_fma_mix_f32
+
+; GFX906-CONTRACT: v_fma_mix_f32
+; GFX906-DENORM-CONTRACT: v_fma_mix_f32
+define amdgpu_kernel void @NotAdotproduct(<2 x half> addrspace(1)* %src1,
+                                          <2 x half> addrspace(1)* %src2,
+                                          float addrspace(1)* nocapture %dst) {
+entry:
+  %src1.vec = load <2 x half>, <2 x half> addrspace(1)* %src1
+  %src2.vec = load <2 x half>, <2 x half> addrspace(1)* %src2
+
+  %src1.el1 = extractelement <2 x half> %src1.vec, i64 0
+  %csrc1.el1 = fpext half %src1.el1 to float
+  %src2.el1 = extractelement <2 x half> %src2.vec, i64 0
+  %csrc2.el1 = fpext half %src2.el1 to float
+
+  %src1.el2 = extractelement <2 x half> %src1.vec, i64 1
+  %csrc1.el2 = fpext half %src1.el2 to float
+  %src2.el2 = extractelement <2 x half> %src2.vec, i64 1
+  %csrc2.el2 = fpext half %src2.el2 to float
+
+  %mul2 = fmul float %csrc1.el2, %csrc1.el1
+  %mul1 = fmul float %csrc2.el1, %csrc2.el2
+  %acc = load float, float addrspace(1)* %dst, align 4
+  %acc1 = fadd float %mul2, %acc
+  %acc2 = fadd float %mul1, %acc1
+  store float %acc2, float addrspace(1)* %dst, align 4
+  ret void
+}
+
+; GCN-LABEL: {{^}}Diff_Idx_NotAdotproduct
+; GFX900: v_mad_mix_f32
+; GCN900: v_mad_mix_f32
+
+; GFX906: v_mad_f32
+; GFX906: v_mac_f32_e32
+
+; GFX906-UNSAFE: v_fma_mix_f32
+
+; GFX906-CONTRACT: v_fma_mix_f32
+; GFX906-DENORM-CONTRACT: v_fma_mix_f32
+define amdgpu_kernel void @Diff_Idx_NotAdotproduct(<2 x half> addrspace(1)* %src1,
+                                                   <2 x half> addrspace(1)* %src2,
+                                                   float addrspace(1)* nocapture %dst) {
+entry:
+  %src1.vec = load <2 x half>, <2 x half> addrspace(1)* %src1
+  %src2.vec = load <2 x half>, <2 x half> addrspace(1)* %src2
+
+  %src1.el1 = extractelement <2 x half> %src1.vec, i64 0
+  %csrc1.el1 = fpext half %src1.el1 to float
+  %src2.el1 = extractelement <2 x half> %src2.vec, i64 0
+  %csrc2.el1 = fpext half %src2.el1 to float
+
+  %src1.el2 = extractelement <2 x half> %src1.vec, i64 1
+  %csrc1.el2 = fpext half %src1.el2 to float
+  %src2.el2 = extractelement <2 x half> %src2.vec, i64 1
+  %csrc2.el2 = fpext half %src2.el2 to float
+
+  %mul2 = fmul float %csrc1.el2, %csrc2.el1
+  %mul1 = fmul float %csrc1.el1, %csrc2.el2
+  %acc = load float, float addrspace(1)* %dst, align 4
+  %acc1 = fadd float %mul2, %acc
+  %acc2 = fadd float %mul1, %acc1
+  store float %acc2, float addrspace(1)* %dst, align 4
+  ret void
+}
\ No newline at end of file




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