public static float2 msubadd(float2 a, float2 b, float2 c)
{
if (Fma.IsFmaSupported)
{
v128 temp = Fma.fmaddsub_ps(*(v128 *)&a, *(v128 *)&b, *(v128 *)&c);
return(*(float2 *)&temp);
}
else if (Sse.IsSseSupported)
{
v128 negate = Sse.xor_ps(*(v128 *)&c, new v128(1 << 31, 0, 0, 0));
return(math.mad(a, b, *(float2 *)&negate));
}
else
{
return(new float2(a.x * b.x - c.x, a.y * b.y + c.y));
}
}
public static float4 msubadd(float4 a, float4 b, float4 c)
{
if (Fma.IsFmaSupported)
{
v128 temp = Fma.fmaddsub_ps(*(v128 *)&a, *(v128 *)&b, *(v128 *)&c);
return(*(float4 *)&temp);
}
else if (Sse.IsSseSupported)
{
v128 negate = Sse.xor_ps(*(v128 *)&c, new v128(1 << 31, 0, 1 << 31, 0));
return(math.mad(a, b, *(float4 *)&negate));
}
else
{
return(new float4(a.x * b.x - c.x, a.y * b.y + c.y, a.z * b.z - c.z, a.w * b.w + c.w));
}
}
private unsafe void AddMulScalarU(Span <float> scalar, Span <float> dst)
{
fixed(float *pdst = dst)
fixed(float *psrc = scalar)
{
var pDstEnd = pdst + dst.Length;
var pDstCurrent = pdst;
var scalarVector128 = Sse.LoadScalarVector128(psrc);
while (pDstCurrent < pDstEnd)
{
var dstVector = Sse.LoadVector128(pDstCurrent);
dstVector = Fma.MultiplyAdd(dstVector, scalarVector128, scalarVector128);
Sse.Store(pDstCurrent, dstVector);
pDstCurrent += 4;
}
}
}
public void RunClassLclFldScenario_Load()
{
TestLibrary.TestFramework.BeginScenario(nameof(RunClassLclFldScenario_Load));
var test = new SimpleTernaryOpTest__MultiplySubtractNegatedSingle();
fixed(Vector256 <Single> *pFld1 = &test._fld1)
fixed(Vector256 <Single> *pFld2 = &test._fld2)
fixed(Vector256 <Single> *pFld3 = &test._fld3)
{
var result = Fma.MultiplySubtractNegated(
Avx.LoadVector256((Single *)(pFld1)),
Avx.LoadVector256((Single *)(pFld2)),
Avx.LoadVector256((Single *)(pFld3))
);
Unsafe.Write(_dataTable.outArrayPtr, result);
ValidateResult(test._fld1, test._fld2, test._fld3, _dataTable.outArrayPtr);
}
}
public static float3 dsubadd(float3 a, float3 b, float3 c)
{
if (Fma.IsFmaSupported)
{
v128 temp = Fma.fmaddsub_ps(*(v128 *)&a, Sse.rcp_ps(*(v128 *)&b), *(v128 *)&c);
return(*(float3 *)&temp);
}
else if (Sse.IsSseSupported)
{
b = math.rcp(b);
v128 negate = Sse.xor_ps(*(v128 *)&c, new v128(1 << 31, 0, 1 << 31, 0));
return(math.mad(a, b, *(float3 *)&negate));
}
else
{
return(new float3(a.x / b.x - c.x, a.y / b.y + c.y, a.z / b.z - c.z));
}
}
public static float4 dadsub(float4 a, float4 b, float4 c)
{
if (Fma.IsFmaSupported)
{
v128 temp = Fma.fmsubadd_ps(*(v128 *)&a, Sse.rcp_ps(*(v128 *)&b), *(v128 *)&c);
return(*(float4 *)&temp);
}
else if (Sse.IsSseSupported)
{
b = math.rcp(b);
v128 negate = Sse.xor_ps(*(v128 *)&c, new v128(0, 1 << 31, 0, 1 << 31));
return(math.mad(a, b, *(float4 *)&negate));
}
else
{
return(new float4(a.x / b.x + c.x, a.y / b.y - c.y, a.z / b.z + c.z, a.w / b.w - c.w));
}
}
public void RunClassLclFldScenario_Load()
{
TestLibrary.TestFramework.BeginScenario(nameof(RunClassLclFldScenario_Load));
var test = new AlternatingTernaryOpTest__MultiplySubtractAddDouble();
fixed(Vector128 <Double> *pFld1 = &test._fld1)
fixed(Vector128 <Double> *pFld2 = &test._fld2)
fixed(Vector128 <Double> *pFld3 = &test._fld3)
{
var result = Fma.MultiplySubtractAdd(
Sse2.LoadVector128((Double *)(pFld1)),
Sse2.LoadVector128((Double *)(pFld2)),
Sse2.LoadVector128((Double *)(pFld3))
);
Unsafe.Write(_dataTable.outArrayPtr, result);
ValidateResult(test._fld1, test._fld2, test._fld3, _dataTable.outArrayPtr);
}
}
//[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static __m256 exp256_ps(__m256 V)
{
__m256 x = V;
__m256 tmp = __m256.Zero;
__m256 one = SET(1.0f);
x = Avx2.Min(x, exp_hi);
x = Avx2.Max(x, exp_lo);
__m256 fx = Avx2.Multiply(x, cLOG2EF);
fx = Avx2.Add(fx, SET(0.5f));
tmp = Avx2.Floor(fx);
var mask = Avx2.Compare(tmp, fx, FloatComparisonMode.OrderedGreaterThanSignaling);
mask = Avx2.And(mask, one);
fx = Avx2.Subtract(tmp, mask);
tmp = Avx2.Multiply(fx, cexp_C1);
__m256 z = Avx2.Multiply(fx, cexp_C2);
x = Avx2.Subtract(x, tmp);
x = Avx2.Subtract(x, z);
z = Avx2.Multiply(x, x);
__m256 y = cexp_p0;
y = Fma.MultiplyAdd(y, x, cexp_p1);
y = Fma.MultiplyAdd(y, x, cexp_p2);
y = Fma.MultiplyAdd(y, x, cexp_p3);
y = Fma.MultiplyAdd(y, x, cexp_p4);
y = Fma.MultiplyAdd(y, x, cexp_p5);
y = Fma.MultiplyAdd(y, z, x);
y = Avx2.Add(y, one);
var imm0 = Avx2.ConvertToVector256Int32(fx);
var F7 = Vector256.Create((int)0x7f);
imm0 = Avx2.Add(imm0, F7);
imm0 = Avx2.ShiftLeftLogical(imm0, 23);
__m256 pow2n = Vector256.AsSingle(imm0);
y = Avx2.Multiply(y, pow2n);
return(y);
}
private static float8 vdiv_ushort_AVX(ushort8 dividend, ushort8 divisor)
{
Assert.AreNotEqual(divisor.x0, 0);
Assert.AreNotEqual(divisor.x1, 0);
Assert.AreNotEqual(divisor.x2, 0);
Assert.AreNotEqual(divisor.x3, 0);
Assert.AreNotEqual(divisor.x4, 0);
Assert.AreNotEqual(divisor.x5, 0);
Assert.AreNotEqual(divisor.x6, 0);
Assert.AreNotEqual(divisor.x7, 0);
if (Avx.IsAvxSupported)
{
float8 dividend_f32 = dividend;
float8 divisor_f32 = divisor;
float8 divisor_f32_rcp = Avx.mm256_rcp_ps(divisor_f32);
float8 precisionLossCompensation;
if (Fma.IsFmaSupported)
{
precisionLossCompensation = Fma.mm256_fnmadd_ps(divisor_f32_rcp, divisor_f32, new v256(PRECISION_ADJUSTMENT_FACTOR));
}
else
{
precisionLossCompensation = maxmath.mad(-divisor_f32_rcp, divisor_f32, math.asfloat(PRECISION_ADJUSTMENT_FACTOR));
}
precisionLossCompensation *= divisor_f32_rcp;
precisionLossCompensation *= dividend_f32;
return(precisionLossCompensation);
}
else
{
throw new CPUFeatureCheckException();
}
}
//↑を改変
//集計用のVector256<float>で誤差が出ないように配列を分割して計算
//Intrinsics FMA MultiplyAdd float
private unsafe long Test23_Intrinsics_FMA_MultiplyAdd_float_MT_Kai(byte[] vs)
{
long total = 0;
int simdLength = Vector256 <int> .Count;
//集計用のVector256<float>で扱える最大要素数 = 2064
//これを1区分あたりの要素数(分割サイズ)にする
//floatの仮数部24bit(16777215) * 8 / (255 * 255) = 2064.0941
int rangeSize = ((1 << 24) - 1)
* Vector256 <float> .Count
/ (byte.MaxValue * byte.MaxValue);
Parallel.ForEach(Partitioner.Create(0, vs.Length, rangeSize),
(range) =>
{
long subtotal = 0;
int lastIndex = range.Item2 - (range.Item2 - range.Item1) % simdLength;
Vector256 <float> vTotal = Vector256.Create(0f); //集計用
fixed(byte *p = vs)
{
for (int i = range.Item1; i < lastIndex; i += simdLength)
{
Vector256 <int> v = Avx2.ConvertToVector256Int32(p + i);
Vector256 <float> f = Avx.ConvertToVector256Single(v);
vTotal = Fma.MultiplyAdd(f, f, vTotal); //float
}
}
float *pp = stackalloc float[Vector256 <float> .Count];
Avx.Store(pp, vTotal);
for (int i = 0; i < Vector256 <float> .Count; i++)
{
subtotal += (long)pp[i];
}
for (int i = lastIndex; i < range.Item2; i++)
{
subtotal += vs[i] * vs[i];
}
System.Threading.Interlocked.Add(ref total, subtotal);
});
return(total);
}
public override ulong Run(CancellationToken cancellationToken)
{
if (!Fma.IsSupported && Avx.IsSupported)
{
return(0uL);
}
var randomFloatingSpan = new Span <float>(new[]
{
RANDOM_FLOAT, RANDOM_FLOAT, RANDOM_FLOAT, RANDOM_FLOAT, RANDOM_FLOAT, RANDOM_FLOAT, RANDOM_FLOAT,
RANDOM_FLOAT
});
var dst = new Span <float>(Enumerable.Repeat(1f, 8).ToArray());
var iterations = 0uL;
unsafe
{
fixed(float *pdst = dst)
fixed(float *psrc = randomFloatingSpan)
{
var srcVector = Avx.LoadVector256(psrc);
var dstVector = Avx.LoadVector256(pdst);
while (!cancellationToken.IsCancellationRequested)
{
for (var j = 0; j < LENGTH; j++)
{
dstVector = Fma.MultiplyAdd(dstVector, srcVector, srcVector);
}
Avx.Store(pdst, dstVector);
iterations++;
}
}
}
return(iterations);
}
internal static ushort4 vdiv_ushort(ushort4 dividend, ushort4 divisor)
{
Assert.AreNotEqual(divisor.x, 0);
Assert.AreNotEqual(divisor.y, 0);
Assert.AreNotEqual(divisor.z, 0);
Assert.AreNotEqual(divisor.w, 0);
if (Sse2.IsSse2Supported)
{
float4 dividend_f32 = dividend;
float4 divisor_f32 = divisor;
v128 divisor_f32_rcp = Sse.rcp_ps(*(v128 *)&divisor_f32);
v128 precisionLossCompensation;
if (Fma.IsFmaSupported)
{
precisionLossCompensation = Fma.fnmadd_ps(divisor_f32_rcp, *(v128 *)&divisor_f32, new v128(PRECISION_ADJUSTMENT_FACTOR));
}
else
{
float4 temp = math.mad(*(float4 *)&divisor_f32_rcp, -divisor_f32, math.asfloat(PRECISION_ADJUSTMENT_FACTOR));
precisionLossCompensation = *(v128 *)&temp;
}
precisionLossCompensation = Sse.mul_ps(precisionLossCompensation, divisor_f32_rcp);
precisionLossCompensation = Sse.mul_ps(precisionLossCompensation, *(v128 *)÷nd_f32);
return((ushort4)(*(float4 *)&precisionLossCompensation));
}
else
{
throw new CPUFeatureCheckException();
}
}
public static Vector128 <float> Lerp(Vector128 <float> a, Vector128 <float> b, Vector128 <float> t)
{
// This implementation is based on the DirectX Math Library XMVectorLerp method
// https://github.com/microsoft/DirectXMath/blob/master/Inc/DirectXMathVector.inl
if (AdvSimd.IsSupported)
{
return(AdvSimd.FusedMultiplyAdd(a, AdvSimd.Subtract(b, a), t));
}
else if (Fma.IsSupported)
{
return(Fma.MultiplyAdd(Sse.Subtract(b, a), t, a));
}
else if (Sse.IsSupported)
{
return(Sse.Add(Sse.Multiply(a, Sse.Subtract(Vector128.Create(1.0f), t)), Sse.Multiply(b, t)));
}
else
{
// Redundant test so we won't prejit remainder of this method on platforms without AdvSimd.
throw new PlatformNotSupportedException();
}
}
static int Main()
{
s_success = true;
// We expect the AOT compiler generated HW intrinsics with the following characteristics:
//
// * TRUE = IsSupported assumed to be true, no runtime check
// * NULL = IsSupported is a runtime check, code should be behind the check or bad things happen
// * FALSE = IsSupported assumed to be false, no runtime check, PlatformNotSupportedException if used
//
// The test is compiled with multiple defines to test this.
#if BASELINE_INTRINSICS
bool vectorsAccelerated = true;
int byteVectorLength = 16;
bool?Sse2AndBelow = true;
bool?Sse3Group = null;
bool?AesLzPcl = null;
bool?Sse4142 = null;
bool?PopCnt = null;
bool?Avx12 = false;
bool?FmaBmi12 = false;
bool?Avxvnni = false;
#elif NON_VEX_INTRINSICS
bool vectorsAccelerated = true;
int byteVectorLength = 16;
bool?Sse2AndBelow = true;
bool?Sse3Group = true;
bool?AesLzPcl = null;
bool?Sse4142 = true;
bool?PopCnt = null;
bool?Avx12 = false;
bool?FmaBmi12 = false;
bool?Avxvnni = false;
#elif VEX_INTRINSICS
bool vectorsAccelerated = true;
int byteVectorLength = 32;
bool?Sse2AndBelow = true;
bool?Sse3Group = true;
bool?AesLzPcl = null;
bool?Sse4142 = true;
bool?PopCnt = null;
bool?Avx12 = true;
bool?FmaBmi12 = null;
bool?Avxvnni = null;
#else
#error Who dis?
#endif
if (vectorsAccelerated != Vector.IsHardwareAccelerated)
{
throw new Exception($"Vectors HW acceleration state unexpected - expected {vectorsAccelerated}, got {Vector.IsHardwareAccelerated}");
}
if (byteVectorLength != Vector <byte> .Count)
{
throw new Exception($"Unexpected vector length - expected {byteVectorLength}, got {Vector<byte>.Count}");
}
Check("Sse", Sse2AndBelow, &SseIsSupported, Sse.IsSupported, () => Sse.Subtract(Vector128 <float> .Zero, Vector128 <float> .Zero).Equals(Vector128 <float> .Zero));
Check("Sse.X64", Sse2AndBelow, &SseX64IsSupported, Sse.X64.IsSupported, () => Sse.X64.ConvertToInt64WithTruncation(Vector128 <float> .Zero) == 0);
Check("Sse2", Sse2AndBelow, &Sse2IsSupported, Sse2.IsSupported, () => Sse2.Extract(Vector128 <ushort> .Zero, 0) == 0);
Check("Sse2.X64", Sse2AndBelow, &Sse2X64IsSupported, Sse2.X64.IsSupported, () => Sse2.X64.ConvertToInt64(Vector128 <double> .Zero) == 0);
Check("Sse3", Sse3Group, &Sse3IsSupported, Sse3.IsSupported, () => Sse3.MoveHighAndDuplicate(Vector128 <float> .Zero).Equals(Vector128 <float> .Zero));
Check("Sse3.X64", Sse3Group, &Sse3X64IsSupported, Sse3.X64.IsSupported, null);
Check("Ssse3", Sse3Group, &Ssse3IsSupported, Ssse3.IsSupported, () => Ssse3.Abs(Vector128 <short> .Zero).Equals(Vector128 <ushort> .Zero));
Check("Ssse3.X64", Sse3Group, &Ssse3X64IsSupported, Ssse3.X64.IsSupported, null);
Check("Sse41", Sse4142, &Sse41IsSupported, Sse41.IsSupported, () => Sse41.Max(Vector128 <int> .Zero, Vector128 <int> .Zero).Equals(Vector128 <int> .Zero));
Check("Sse41.X64", Sse4142, &Sse41X64IsSupported, Sse41.X64.IsSupported, () => Sse41.X64.Extract(Vector128 <long> .Zero, 0) == 0);
Check("Sse42", Sse4142, &Sse42IsSupported, Sse42.IsSupported, () => Sse42.Crc32(0, 0) == 0);
Check("Sse42.X64", Sse4142, &Sse42X64IsSupported, Sse42.X64.IsSupported, () => Sse42.X64.Crc32(0, 0) == 0);
Check("Aes", AesLzPcl, &AesIsSupported, Aes.IsSupported, () => Aes.KeygenAssist(Vector128 <byte> .Zero, 0).Equals(Vector128.Create((byte)99)));
Check("Aes.X64", AesLzPcl, &AesX64IsSupported, Aes.X64.IsSupported, null);
Check("Avx", Avx12, &AvxIsSupported, Avx.IsSupported, () => Avx.Add(Vector256 <double> .Zero, Vector256 <double> .Zero).Equals(Vector256 <double> .Zero));
Check("Avx.X64", Avx12, &AvxX64IsSupported, Avx.X64.IsSupported, null);
Check("Avx2", Avx12, &Avx2IsSupported, Avx2.IsSupported, () => Avx2.Abs(Vector256 <int> .Zero).Equals(Vector256 <uint> .Zero));
Check("Avx2.X64", Avx12, &Avx2X64IsSupported, Avx2.X64.IsSupported, null);
Check("Bmi1", FmaBmi12, &Bmi1IsSupported, Bmi1.IsSupported, () => Bmi1.AndNot(0, 0) == 0);
Check("Bmi1.X64", FmaBmi12, &Bmi1X64IsSupported, Bmi1.X64.IsSupported, () => Bmi1.X64.AndNot(0, 0) == 0);
Check("Bmi2", FmaBmi12, &Bmi2IsSupported, Bmi2.IsSupported, () => Bmi2.MultiplyNoFlags(0, 0) == 0);
Check("Bmi2.X64", FmaBmi12, &Bmi2X64IsSupported, Bmi2.X64.IsSupported, () => Bmi2.X64.MultiplyNoFlags(0, 0) == 0);
Check("Fma", FmaBmi12, &FmaIsSupported, Fma.IsSupported, () => Fma.MultiplyAdd(Vector128 <float> .Zero, Vector128 <float> .Zero, Vector128 <float> .Zero).Equals(Vector128 <float> .Zero));
Check("Fma.X64", FmaBmi12, &FmaX64IsSupported, Fma.X64.IsSupported, null);
Check("Lzcnt", AesLzPcl, &LzcntIsSupported, Lzcnt.IsSupported, () => Lzcnt.LeadingZeroCount(0) == 32);
Check("Lzcnt.X64", AesLzPcl, &LzcntX64IsSupported, Lzcnt.X64.IsSupported, () => Lzcnt.X64.LeadingZeroCount(0) == 64);
Check("Pclmulqdq", AesLzPcl, &PclmulqdqIsSupported, Pclmulqdq.IsSupported, () => Pclmulqdq.CarrylessMultiply(Vector128 <long> .Zero, Vector128 <long> .Zero, 0).Equals(Vector128 <long> .Zero));
Check("Pclmulqdq.X64", AesLzPcl, &PclmulqdqX64IsSupported, Pclmulqdq.X64.IsSupported, null);
Check("Popcnt", PopCnt, &PopcntIsSupported, Popcnt.IsSupported, () => Popcnt.PopCount(0) == 0);
Check("Popcnt.X64", PopCnt, &PopcntX64IsSupported, Popcnt.X64.IsSupported, () => Popcnt.X64.PopCount(0) == 0);
Check("AvxVnni", Avxvnni, &AvxVnniIsSupported, AvxVnni.IsSupported, () => AvxVnni.MultiplyWideningAndAdd(Vector128 <int> .Zero, Vector128 <byte> .Zero, Vector128 <sbyte> .Zero).Equals(Vector128 <int> .Zero));
Check("AvxVnni.X64", Avxvnni, &AvxVnniX64IsSupported, AvxVnni.X64.IsSupported, null);
return(s_success ? 100 : 1);
}
static void TestExplicitFmaUsage3(ref Vector128 <double> a, double b)
{
CompareDoubles(ReferenceMultiplyAdd(_c64.ToScalar(), _c64.ToScalar(), _c64.ToScalar()),
Fma.MultiplyAdd(_c64, _c64, _c64).ToScalar());
}
static void TestExplicitFmaUsage2(ref Vector128 <double> a, double b)
{
CompareDoubles(ReferenceMultiplyAdd(a.ToScalar(), a.ToScalar(), a.ToScalar()),
Fma.MultiplyAdd(a, a, a).ToScalar());
}
static void TestExplicitFmaUsage1(ref Vector128 <double> a, double b)
{
CompareDoubles(ReferenceMultiplyAdd(a.ToScalar(), b, _c64.ToScalar()),
Fma.MultiplyAdd(a, Vector128.CreateScalarUnsafe(b), _c64).ToScalar());
}
static void TestExplicitFmaUsage3(ref Vector128 <float> a, float b)
{
CompareFloats(ReferenceMultiplyAdd(_c32.ToScalar(), _c32.ToScalar(), _c32.ToScalar()),
Fma.MultiplyAdd(_c32, _c32, _c32).ToScalar());
}
static void TestExplicitFmaUsage2(ref Vector128 <float> a, float b)
{
CompareFloats(ReferenceMultiplyAdd(a.ToScalar(), a.ToScalar(), a.ToScalar()),
Fma.MultiplyAdd(a, a, a).ToScalar());
}
static public float Dot(Vector v0, Vector v1)
{
if (v0.lng != v1.lng)
{
throw new Exception();
}
int lng = v0.lng;
float *p0 = v0.ptr;
float *p1 = v1.ptr;
float *tmp = stackalloc float[8];
if (lng < 8)
{
float sum = 0;
for (int i = 0; i < lng; i++)
{
sum += p0[i] * p1[i];
}
return(sum);
}
if (lng < 64)
{
var sum0 = Vector256 <float> .Zero;
for (int i = 0; i <= lng - 8; i += 8)
{
sum0 = Fma.MultiplyAdd(Avx.LoadVector256(p0 + i), Avx.LoadVector256(p1 + i), sum0);
}
Avx.Store(tmp, sum0);
float sum = tmp[0] + tmp[1] + tmp[2] + tmp[3] + tmp[4] + tmp[5] + tmp[6] + tmp[7];
for (int i = lng / 8 * 8; i < lng; i++)
{
sum += p0[i] * p1[i];
}
return(sum);
}
else
{
var sum = Vector256 <float> .Zero;
var sum0 = Vector256 <float> .Zero;
var sum1 = Vector256 <float> .Zero;
var sum2 = Vector256 <float> .Zero;
var sum3 = Vector256 <float> .Zero;
var sum4 = Vector256 <float> .Zero;
var sum5 = Vector256 <float> .Zero;
var sum6 = Vector256 <float> .Zero;
var sum7 = Vector256 <float> .Zero;
float *pp1 = p0;
float *pp2 = p1;
double dsum = 0;
for (int i = 0; i < lng / 64; i++)
{
sum0 = Fma.MultiplyAdd(Avx.LoadVector256(pp1 + 00), Avx.LoadVector256(pp2 + 00), sum0);
sum1 = Fma.MultiplyAdd(Avx.LoadVector256(pp1 + 08), Avx.LoadVector256(pp2 + 08), sum1);
sum2 = Fma.MultiplyAdd(Avx.LoadVector256(pp1 + 16), Avx.LoadVector256(pp2 + 16), sum2);
sum3 = Fma.MultiplyAdd(Avx.LoadVector256(pp1 + 24), Avx.LoadVector256(pp2 + 24), sum3);
sum4 = Fma.MultiplyAdd(Avx.LoadVector256(pp1 + 32), Avx.LoadVector256(pp2 + 32), sum4);
sum5 = Fma.MultiplyAdd(Avx.LoadVector256(pp1 + 40), Avx.LoadVector256(pp2 + 40), sum5);
sum6 = Fma.MultiplyAdd(Avx.LoadVector256(pp1 + 48), Avx.LoadVector256(pp2 + 48), sum6);
sum7 = Fma.MultiplyAdd(Avx.LoadVector256(pp1 + 56), Avx.LoadVector256(pp2 + 56), sum7);
pp1 += 64;
pp2 += 64;
//精度改善のためdoubleに結果を保存しておく
if (i % 1024 == 1023)
{
sum = Avx.Add(Avx.Add(Avx.Add(sum0, sum1), Avx.Add(sum2, sum3)), Avx.Add(Avx.Add(sum4, sum5), Avx.Add(sum6, sum7)));
Avx.Store(tmp, sum);
dsum += tmp[0] + tmp[1] + tmp[2] + tmp[3] + tmp[4] + tmp[5] + tmp[6] + tmp[7];
sum0 = Vector256 <float> .Zero;
sum1 = Vector256 <float> .Zero;
sum2 = Vector256 <float> .Zero;
sum3 = Vector256 <float> .Zero;
sum4 = Vector256 <float> .Zero;
sum5 = Vector256 <float> .Zero;
sum6 = Vector256 <float> .Zero;
sum7 = Vector256 <float> .Zero;
}
}
sum = Avx.Add(Avx.Add(Avx.Add(sum0, sum1), Avx.Add(sum2, sum3)), Avx.Add(Avx.Add(sum4, sum5), Avx.Add(sum6, sum7)));
for (int i = lng / 64 * 64; i <= lng - 8; i += 8)
{
sum = Fma.MultiplyAdd(Avx.LoadVector256(p0 + i), Avx.LoadVector256(p1 + i), sum);
}
Avx.Store(tmp, sum);
dsum += tmp[0] + tmp[1] + tmp[2] + tmp[3] + tmp[4] + tmp[5] + tmp[6] + tmp[7];
for (int i = lng / 8 * 8; i < lng; i++)
{
dsum += p0[i] * p1[i];
}
return((float)dsum);
}
}
public override void ProcessBlock(float deltaTime, BlockAccessor block)
{
var rbs = block.GetComponentData <RigidBody>();
var pos = block.GetComponentData <Position>();
var rot = block.GetComponentData <Rotation>();
var vel = block.GetReadOnlyComponentData <Velocity>();
var avel = block.GetReadOnlyComponentData <AngularVelocity>();
if (Fma.IsSupported && Avx.IsSupported)
{
unsafe {
Vector128 <float> deltaF = Vector128.Create(deltaTime);
fixed(float *oldPosFloats = pos.Cast <Position, float>())
fixed(float *posFloats = pos.Cast <Position, float>())
fixed(float *velFloats = vel.Cast <Velocity, float>())
{
int i = 0;
for (; i < block.length; i += 4)
{
var op = Sse.LoadAlignedVector128(&oldPosFloats[i]);
var p = Sse.LoadAlignedVector128(&posFloats[i]);
var v = Sse.LoadAlignedVector128(&velFloats[i]);
var result = Fma.MultiplyAdd(deltaF, v, p);
var bools = Sse.CompareEqual(op, p);
Avx.MaskStore(&posFloats[i], bools, result);
}
for (i -= 4; i < block.length; i++)
{
if (oldPosFloats[i] == posFloats[i])
{
posFloats[i] = posFloats[i] + velFloats[i] * deltaTime;
}
}
}
}
for (int i = 0; i < block.length; i++)
{
if (pos[i].value == rbs[i].lastPosition && rot[i].value == rbs[i].lastRotation)
{
quat x = quat.FromAxisAngle(avel[i].value.x * deltaTime, vec3.UnitX);
quat y = quat.FromAxisAngle(avel[i].value.y * deltaTime, vec3.UnitY);
quat z = quat.FromAxisAngle(avel[i].value.z * deltaTime, vec3.UnitZ);
rot[i].value = rot[i].value * x * y * z;
rbs[i].lastPosition = pos[i].value;
rbs[i].lastRotation = rot[i].value;
}
}
}
else
{
for (int i = 0; i < block.length; i++)
{
if (pos[i].value == rbs[i].lastPosition && rot[i].value == rbs[i].lastRotation)
{
pos[i].value += vel[i].value * deltaTime;
quat x = quat.FromAxisAngle(avel[i].value.x * deltaTime, vec3.UnitX);
quat y = quat.FromAxisAngle(avel[i].value.y * deltaTime, vec3.UnitY);
quat z = quat.FromAxisAngle(avel[i].value.z * deltaTime, vec3.UnitZ);
rot[i].value = rot[i].value * x * y * z;
rbs[i].lastPosition = pos[i].value;
rbs[i].lastRotation = rot[i].value;
}
}
}
}
public static __m256 fast_exp256_ps(__m256 V)
{
return(Vector256.AsSingle(Avx2.ConvertToVector256Int32WithTruncation(Fma.MultiplyAdd(EXP_C2, V, EXP_C1))));
}
public static float DotMultiplyIntrinsicWFmaWSpanPtr(ref Memory <float> vector1, ref Memory <float> vector2)
{
var span1 = vector1.Span;
var span2 = vector2.Span;
var cnt = Math.Min(span1.Length, span2.Length);
var v3 = Vector256.CreateScalarUnsafe(0f);
var vectLen = Vector256 <float> .Count;
var vectCnt = cnt / vectLen;
var total = 0f;
#if TEST
var file = Path.GetTempFileName();
using var writer = new StreamWriter(file);
Console.WriteLine($"Intrinsic with FmaWPtr Mult. results will be written into {file}");
#endif
unsafe
{
int i;
var ptr1 = (float *)Unsafe.AsPointer(ref span1[0]);
var ptr2 = (float *)Unsafe.AsPointer(ref span2[0]);
for (i = 0; i < vectCnt; i++)
{
var v1 = Avx.LoadVector256(ptr1);
var v2 = Avx.LoadVector256(ptr2);
v3 = Fma.MultiplyAdd(v1, v2, v3);
ptr1 += vectLen;
ptr2 += vectLen;
#if TEST
writer.WriteLine($"{v1.ToString()}\t{v2.ToString()}\t{v3.ToString()}");
#endif
}
for (i = 0; i < vectLen; i++)
{
total += v3.GetElement(i);
}
i = vectCnt * vectLen;
if (cnt % vectLen > 0)
{
ptr1 = (float *)Unsafe.AsPointer(ref span1[i]);
ptr2 = (float *)Unsafe.AsPointer(ref span2[i]);
for (; i < cnt; i++)
{
total += *ptr1++ **ptr2++;
}
}
}
if (vector1.Length != vector2.Length)
{
var h = vector1.Length > vector2.Length ? span1 : span2;
for (var j = cnt; j < h.Length; j++)
{
total += h[j];
}
}
return(total);
}
unsafe void IConversionProcessor.ConvertLine(byte *ipstart, byte *opstart, int cb)
{
fixed(float *atstart = &valueTable[0])
{
byte * ip = ipstart, ipe = ipstart + cb;
float *op = (float *)opstart, at = atstart;
#if HWINTRINSICS
if (Avx2.IsSupported)
{
var vscal = Vector256.Create(scale);
var voffs = Fma.IsSupported ? Vector256.Create(offset * scale) : Vector256.Create(offset);
ipe -= Vector256 <byte> .Count;
while (ip <= ipe)
{
var vi0 = Avx2.ConvertToVector256Int32(ip);
var vi1 = Avx2.ConvertToVector256Int32(ip + Vector256 <int> .Count);
var vi2 = Avx2.ConvertToVector256Int32(ip + Vector256 <int> .Count * 2);
var vi3 = Avx2.ConvertToVector256Int32(ip + Vector256 <int> .Count * 3);
ip += Vector256 <byte> .Count;
var vf0 = Avx.ConvertToVector256Single(vi0);
var vf1 = Avx.ConvertToVector256Single(vi1);
var vf2 = Avx.ConvertToVector256Single(vi2);
var vf3 = Avx.ConvertToVector256Single(vi3);
if (Fma.IsSupported)
{
vf0 = Fma.MultiplySubtract(vf0, vscal, voffs);
vf1 = Fma.MultiplySubtract(vf1, vscal, voffs);
vf2 = Fma.MultiplySubtract(vf2, vscal, voffs);
vf3 = Fma.MultiplySubtract(vf3, vscal, voffs);
}
else
{
vf0 = Avx.Multiply(Avx.Subtract(vf0, voffs), vscal);
vf1 = Avx.Multiply(Avx.Subtract(vf1, voffs), vscal);
vf2 = Avx.Multiply(Avx.Subtract(vf2, voffs), vscal);
vf3 = Avx.Multiply(Avx.Subtract(vf3, voffs), vscal);
}
Avx.Store(op, vf0);
Avx.Store(op + Vector256 <int> .Count, vf1);
Avx.Store(op + Vector256 <int> .Count * 2, vf2);
Avx.Store(op + Vector256 <int> .Count * 3, vf3);
op += Vector256 <byte> .Count;
}
ipe += Vector256 <byte> .Count;
}
else if (Sse41.IsSupported)
{
var vscal = Vector128.Create(scale);
var voffs = Vector128.Create(offset);
ipe -= Vector128 <byte> .Count;
while (ip <= ipe)
{
var vi0 = Sse41.ConvertToVector128Int32(ip);
var vi1 = Sse41.ConvertToVector128Int32(ip + Vector128 <int> .Count);
var vi2 = Sse41.ConvertToVector128Int32(ip + Vector128 <int> .Count * 2);
var vi3 = Sse41.ConvertToVector128Int32(ip + Vector128 <int> .Count * 3);
ip += Vector128 <byte> .Count;
var vf0 = Sse2.ConvertToVector128Single(vi0);
var vf1 = Sse2.ConvertToVector128Single(vi1);
var vf2 = Sse2.ConvertToVector128Single(vi2);
var vf3 = Sse2.ConvertToVector128Single(vi3);
vf0 = Sse.Multiply(Sse.Subtract(vf0, voffs), vscal);
vf1 = Sse.Multiply(Sse.Subtract(vf1, voffs), vscal);
vf2 = Sse.Multiply(Sse.Subtract(vf2, voffs), vscal);
vf3 = Sse.Multiply(Sse.Subtract(vf3, voffs), vscal);
Sse.Store(op, vf0);
Sse.Store(op + Vector128 <int> .Count, vf1);
Sse.Store(op + Vector128 <int> .Count * 2, vf2);
Sse.Store(op + Vector128 <int> .Count * 3, vf3);
op += Vector128 <byte> .Count;
}
ipe += Vector128 <byte> .Count;
}
#elif VECTOR_CONVERT
var vscal = new VectorF(scale);
var voffs = new VectorF(offset);
ipe -= Vector <byte> .Count;
while (ip <= ipe)
{
var vb = Unsafe.ReadUnaligned <Vector <byte> >(ip);
Vector.Widen(vb, out var vs0, out var vs1);
Vector.Widen(vs0, out var vi0, out var vi1);
Vector.Widen(vs1, out var vi2, out var vi3);
ip += Vector <byte> .Count;
var vf0 = Vector.ConvertToSingle(Vector.AsVectorInt32(vi0));
var vf1 = Vector.ConvertToSingle(Vector.AsVectorInt32(vi1));
var vf2 = Vector.ConvertToSingle(Vector.AsVectorInt32(vi2));
var vf3 = Vector.ConvertToSingle(Vector.AsVectorInt32(vi3));
vf0 = (vf0 - voffs) * vscal;
vf1 = (vf1 - voffs) * vscal;
vf2 = (vf2 - voffs) * vscal;
vf3 = (vf3 - voffs) * vscal;
Unsafe.WriteUnaligned(op, vf0);
Unsafe.WriteUnaligned(op + VectorF.Count, vf1);
Unsafe.WriteUnaligned(op + VectorF.Count * 2, vf2);
Unsafe.WriteUnaligned(op + VectorF.Count * 3, vf3);
op += Vector <byte> .Count;
}
ipe += Vector <byte> .Count;
#endif
ipe -= 8;
while (ip <= ipe)
{
float o0 = at[(uint)ip[0]];
float o1 = at[(uint)ip[1]];
float o2 = at[(uint)ip[2]];
float o3 = at[(uint)ip[3]];
float o4 = at[(uint)ip[4]];
float o5 = at[(uint)ip[5]];
float o6 = at[(uint)ip[6]];
float o7 = at[(uint)ip[7]];
ip += 8;
op[0] = o0;
op[1] = o1;
op[2] = o2;
op[3] = o3;
op[4] = o4;
op[5] = o5;
op[6] = o6;
op[7] = o7;
op += 8;
}
ipe += 8;
while (ip < ipe)
{
op[0] = at[(uint)ip[0]];
ip++;
op++;
}
}
}
public static Vector512 <float> MultiplyAdd(Vector512 <float> left, Vector512 <float> right, Vector512 <float> add)
{
return(new Vector512 <float>(Fma.MultiplyAdd(left.V1, right.V1, add.V1), Fma.MultiplyAdd(left.V2, right.V2, add.V2)));
}
// Multipyly-Add: a*@this[i]+c[i]
public static IEnumerable <Vector256 <double> > MulAdd(
this IEnumerable <Vector256 <double> > @this,
Vector256 <double> a,
IEnumerable <Vector256 <double> > c)
=> @this.Zip(c).Select(v => Fma.MultiplyAdd(a, v.First, v.Second));
public static Vector128 <short> Divide(this Vector128 <short> dividend, Vector128 <short> divisor)
{
// Based on https://stackoverflow.com/a/51458507/347870
// Convert to two 32-bit integers
Vector128 <int> a_hi_epi32 = Sse2.ShiftRightArithmetic(dividend.AsInt32(), 16);
Vector128 <int> a_lo_epi32_shift = Sse2.ShiftLeftLogical(dividend.AsInt32(), 16);
Vector128 <int> a_lo_epi32 = Sse2.ShiftRightArithmetic(a_lo_epi32_shift, 16);
Vector128 <int> b_hi_epi32 = Sse2.ShiftRightArithmetic(divisor.AsInt32(), 16);
Vector128 <int> b_lo_epi32_shift = Sse2.ShiftLeftLogical(divisor.AsInt32(), 16);
Vector128 <int> b_lo_epi32 = Sse2.ShiftRightArithmetic(b_lo_epi32_shift, 16);
// Convert to 32-bit floats
Vector128 <float> a_hi = Sse2.ConvertToVector128Single(a_hi_epi32);
Vector128 <float> a_lo = Sse2.ConvertToVector128Single(a_lo_epi32);
Vector128 <float> b_hi = Sse2.ConvertToVector128Single(b_hi_epi32);
Vector128 <float> b_lo = Sse2.ConvertToVector128Single(b_lo_epi32);
// Calculate the reciprocal
Vector128 <float> b_hi_rcp = Sse.Reciprocal(b_hi);
Vector128 <float> b_lo_rcp = Sse.Reciprocal(b_lo);
// Calculate the inverse
Vector128 <float> b_hi_inv_1;
Vector128 <float> b_lo_inv_1;
Vector128 <float> two = Vector128.Create(2.00000051757f);
if (Fma.IsSupported)
{
b_hi_inv_1 = Fma.MultiplyAddNegated(b_hi_rcp, b_hi, two);
b_lo_inv_1 = Fma.MultiplyAddNegated(b_lo_rcp, b_lo, two);
}
else
{
Vector128 <float> b_mul_hi = Sse.Multiply(b_hi_rcp, b_hi);
Vector128 <float> b_mul_lo = Sse.Multiply(b_lo_rcp, b_lo);
b_hi_inv_1 = Sse.Subtract(two, b_mul_hi);
b_lo_inv_1 = Sse.Subtract(two, b_mul_lo);
}
// Compensate for the loss
Vector128 <float> b_hi_rcp_1 = Sse.Multiply(b_hi_rcp, b_hi_inv_1);
Vector128 <float> b_lo_rcp_1 = Sse.Multiply(b_lo_rcp, b_lo_inv_1);
// Perform the division by multiplication
Vector128 <float> hi = Sse.Multiply(a_hi, b_hi_rcp_1);
Vector128 <float> lo = Sse.Multiply(a_lo, b_lo_rcp_1);
// Convert back to integers
Vector128 <int> hi_epi32 = Sse2.ConvertToVector128Int32WithTruncation(hi);
Vector128 <int> lo_epi32 = Sse2.ConvertToVector128Int32WithTruncation(lo);
// Zero-out the unnecessary parts
Vector128 <int> hi_epi32_shift = Sse2.ShiftLeftLogical(hi_epi32, 16);
// Blend the bits, and return
if (Sse41.IsSupported)
{
return(Sse41.Blend(lo_epi32.AsInt16(), hi_epi32_shift.AsInt16(), 0xAA));
}
else
{
Vector128 <int> lo_epi32_mask = Sse2.And(lo_epi32, Vector128.Create((ushort)0xFFFF).AsInt16().AsInt32());
return(Sse2.Or(hi_epi32_shift, lo_epi32_mask).AsInt16());
}
}
static void TestExplicitFmaUsage1(ref Vector128 <float> a, float b)
{
CompareFloats(ReferenceMultiplyAdd(a.ToScalar(), b, _c32.ToScalar()),
Fma.MultiplyAdd(a, Vector128.CreateScalarUnsafe(b), _c32).ToScalar());
}
public static unsafe void ComputeSingle(
uint[,] iterations,
int startScanline, int increment,
double offsetX, double offsetY,
double zoom,
uint maxIterations,
ref bool cancel)
{
const int stride = 8;
int height = iterations.GetLength(0);
int width = iterations.GetLength(1);
var maxIter = Vector256.Create((float)maxIterations);
var limit = Vector256.Create(4.0f);
var one = Vector256.Create(1.0f);
var two = Vector256.Create(2.0f);
float *results = stackalloc float[stride];
for (int i = startScanline; i < height && !cancel; i += increment)
{
for (int j = 0; j < width && !cancel; j += stride)
{
var c0 = Impl.GetPointCoordinate(j + 0, i, width, height, offsetX, offsetY, zoom);
var c1 = Impl.GetPointCoordinate(j + 1, i, width, height, offsetX, offsetY, zoom);
var c2 = Impl.GetPointCoordinate(j + 2, i, width, height, offsetX, offsetY, zoom);
var c3 = Impl.GetPointCoordinate(j + 3, i, width, height, offsetX, offsetY, zoom);
var c4 = Impl.GetPointCoordinate(j + 4, i, width, height, offsetX, offsetY, zoom);
var c5 = Impl.GetPointCoordinate(j + 5, i, width, height, offsetX, offsetY, zoom);
var c6 = Impl.GetPointCoordinate(j + 6, i, width, height, offsetX, offsetY, zoom);
var c7 = Impl.GetPointCoordinate(j + 7, i, width, height, offsetX, offsetY, zoom);
var cr = Vector256.Create((float)c0.X, (float)c1.X, (float)c2.X, (float)c3.X, (float)c4.X, (float)c5.X, (float)c6.X, (float)c7.X);
var ci = Vector256.Create((float)c0.Y, (float)c1.Y, (float)c2.Y, (float)c3.Y, (float)c4.Y, (float)c5.Y, (float)c6.Y, (float)c7.Y);
var zr = cr;
var zi = ci;
var it = Vector256.Create(0f);
for (;;)
{
var zr2 = Avx.Multiply(zr, zr);
var zi2 = Avx.Multiply(zi, zi);
var squaredMagnitude = Avx.Add(zr2, zi2);
var cond = Avx.And(
Avx.Compare(squaredMagnitude, limit, FloatComparisonMode.OrderedLessThanOrEqualNonSignaling),
Avx.Compare(it, maxIter, FloatComparisonMode.OrderedLessThanOrEqualNonSignaling));
if (Avx.MoveMask(cond) == 0)
{
Avx.Store(results, it);
if (j + 0 < width)
{
iterations[i, j + 0] = (uint)results[0] % maxIterations;
}
if (j + 1 < width)
{
iterations[i, j + 1] = (uint)results[1] % maxIterations;
}
if (j + 2 < width)
{
iterations[i, j + 2] = (uint)results[2] % maxIterations;
}
if (j + 3 < width)
{
iterations[i, j + 3] = (uint)results[3] % maxIterations;
}
if (j + 4 < width)
{
iterations[i, j + 4] = (uint)results[4] % maxIterations;
}
if (j + 5 < width)
{
iterations[i, j + 5] = (uint)results[5] % maxIterations;
}
if (j + 6 < width)
{
iterations[i, j + 6] = (uint)results[6] % maxIterations;
}
if (j + 7 < width)
{
iterations[i, j + 7] = (uint)results[7] % maxIterations;
}
break;
}
zi = Fma.MultiplyAdd(two, Avx.Multiply(zr, zi), ci);
zr = Avx.Add(Avx.Subtract(zr2, zi2), cr);
it = Avx.Add(it, Avx.And(one, cond));
}
}
}
}
unsafe void IConvolver.WriteDestLine(byte *tstart, byte *ostart, int ox, int ow, byte *pmapy, int smapy)
{
float *op = (float *)ostart;
int xc = ox + ow, tstride = smapy;
int vcnt = smapy / Vector128 <float> .Count;
while (ox < xc)
{
int lcnt = vcnt;
float *tp = (float *)tstart + ox * tstride;
float *mp = (float *)pmapy;
Vector128 <float> av0;
if (Avx.IsSupported && lcnt >= 2)
{
var ax0 = Vector256 <float> .Zero;
for (; lcnt >= 4; lcnt -= 4)
{
var iv0 = Avx.LoadVector256(tp);
var iv1 = Avx.LoadVector256(tp + Vector256 <float> .Count);
tp += Vector256 <float> .Count * 2;
if (Fma.IsSupported)
{
ax0 = Fma.MultiplyAdd(Avx.LoadVector256(mp), iv0, ax0);
ax0 = Fma.MultiplyAdd(Avx.LoadVector256(mp + Vector256 <float> .Count), iv1, ax0);
}
else
{
ax0 = Avx.Add(ax0, Avx.Multiply(iv0, Avx.LoadVector256(mp)));
ax0 = Avx.Add(ax0, Avx.Multiply(iv1, Avx.LoadVector256(mp + Vector256 <float> .Count)));
}
mp += Vector256 <float> .Count * 2;
}
if (lcnt >= 2)
{
lcnt -= 2;
var iv0 = Avx.LoadVector256(tp);
tp += Vector256 <float> .Count;
if (Fma.IsSupported)
{
ax0 = Fma.MultiplyAdd(Avx.LoadVector256(mp), iv0, ax0);
}
else
{
ax0 = Avx.Add(ax0, Avx.Multiply(iv0, Avx.LoadVector256(mp)));
}
mp += Vector256 <float> .Count;
}
av0 = Sse.Add(ax0.GetLower(), ax0.GetUpper());
}
else
{
av0 = Vector128 <float> .Zero;
}
for (; lcnt != 0; lcnt--)
{
var iv0 = Sse.LoadVector128(tp);
tp += Vector128 <float> .Count;
if (Fma.IsSupported)
{
av0 = Fma.MultiplyAdd(Sse.LoadVector128(mp), iv0, av0);
}
else
{
av0 = Sse.Add(av0, Sse.Multiply(iv0, Sse.LoadVector128(mp)));
}
mp += Vector128 <float> .Count;
}
*op++ = av0.HorizontalAdd();
ox++;
}
}