How to optimize this Delphi function with SSE2?

Question

I need a hint, how to implement this Delphi function using SSE2 assembly (32 Bit). Other optimizations are welcome too. Maybe one can tell me, what kind of instructions could be used, so I have a starting point for further reading.

Actual:

const Precision = 10000;

// This function adds all Pixels into one. The pixels are weighted before adding. 
// A weight can range from 0 to "Precision". "Size" is typically 10 to 50.

function TFilter.Combine(Pixels: PByte; Weights: PCardinal; const Size: Cardinal): Cardinal;
var
  i, R, G, B, A: Cardinal;
begin
  B := Pixels^ * Weights^; Inc(Pixels);
  G := Pixels^ * Weights^; Inc(Pixels);
  R := Pixels^ * Weights^; Inc(Pixels);
  A := Pixels^ * Weights^; Inc(Pixels);
  Inc(Weights); // goto next weight
  for i := 1 to Size - 1 do
  begin
    Inc(B, Pixels^ * Weights^); Inc(Pixels);
    Inc(G, Pixels^ * Weights^); Inc(Pixels);
    Inc(R, Pixels^ * Weights^); Inc(Pixels);
    Inc(A, Pixels^ * Weights^); Inc(Pixels);
    Inc(Weights); // goto next weight
  end;
  B := B div Precision;
  G := G div Precision;
  R := R div Precision;
  A := A div Precision;

  Result := A shl 24 or R shl 16 or G shl 8 or B;
end;

Expected:

function TFilter.Combine(Pixels: PByte; Weights: PCardinal; const Size: Cardinal): Cardinal;
asm
  // Insert fast SSE2-Code here ;-)
end;

Answer 1

Rather straightforward implementation. I've changed your function prototype - regular function (against object method).

This code works about 3x times faster than byte-per-byte function (1500 ms for 1000000 iterations on 256-element array, roughly 0.7 GB/sec at my old Athlon XP 2.2 GHz)

function Combine(Pixels: PByte; Weights: PInteger; const Size: Cardinal): Integer;
//x86, register calling convention - three parameters in EAX, EDX, ECX
const
  Precision: Single = 1.0;
asm
  pxor XMM6, XMM6 //zero const
  pxor XMM4, XMM4 // zero accum

@@cycle:
  movd XMM1, [eax] //load color data
  movss XMM3, [edx]  //load weight

  punpcklbw XMM1, XMM6 //bytes to words
  shufps XMM3, XMM3, 0 // 4 x weight
  punpcklwd XMM1, XMM6 //words to ints
  cvtdq2ps XMM2, XMM3  //ints to singles
  cvtdq2ps XMM0, XMM1  //ints to singles

  mulps XMM0, XMM2    //data * weight
  addps XMM4, XMM0    //accum  = accum + data * weight

  add eax, 4        // inc pointers
  add edx, 4
  loop @@cycle

  movss XMM5, Precision
  shufps XMM5, XMM5, 0 // 4 x precision constant

  divps XMM4, XMM5    //accum/precision

  cvtps2dq XMM2, XMM4  //rounding singles to ints
  packssdw XMM2, XMM2 //ints to ShortInts
  packuswb XMM2, XMM2  //ShortInts to bytes

  movd eax, XMM2  //result
end;