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Move eigen_packet_wrapper to GenericPacketMath.h and use it for SSE/AVX/AVX512 as it is already used for NEON.

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This will allow us to define multiple packet types backed by the same vector type, e.g., __m128i.
Use this machanism to define packets for half and clean up the packet op implementations.
This commit is contained in:
Rasmus Munk Larsen
2020-04-15 18:17:19 +00:00
parent 4aae8ac693
commit 5ab87d8aba
5 changed files with 134 additions and 205 deletions
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128
Eigen/src/Core/arch/AVX/PacketMath.h
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@@ -31,9 +31,7 @@ namespace internal {
typedef __m256 Packet8f;
typedef __m256i Packet8i;
typedef __m256d Packet4d;
typedef struct {
__m128i x;
} Packet8h;
typedef eigen_packet_wrapper<__m128i, 2> Packet8h;
template<> struct is_arithmetic<__m256> { enum { value = true }; };
template<> struct is_arithmetic<__m256i> { enum { value = true }; };
@@ -920,58 +918,48 @@ template<> EIGEN_STRONG_INLINE Packet4d pinsertlast(const Packet4d& a, double b)
template<> struct unpacket_traits<Packet8h> { typedef Eigen::half type; enum {size=8, alignment=Aligned16, vectorizable=true, masked_load_available=false, masked_store_available=false}; typedef Packet8h half; };
template<> EIGEN_STRONG_INLINE Packet8h pset1<Packet8h>(const Eigen::half& from) {
Packet8h result;
result.x = _mm_set1_epi16(from.x);
return result;
return _mm_set1_epi16(from.x);
}
template<> EIGEN_STRONG_INLINE Eigen::half pfirst<Packet8h>(const Packet8h& from) {
return half_impl::raw_uint16_to_half(static_cast<unsigned short>(_mm_extract_epi16(from.x, 0)));
return half_impl::raw_uint16_to_half(static_cast<unsigned short>(_mm_extract_epi16(from, 0)));
}
template<> EIGEN_STRONG_INLINE Packet8h pload<Packet8h>(const Eigen::half* from) {
Packet8h result;
result.x = _mm_load_si128(reinterpret_cast<const __m128i*>(from));
return result;
return _mm_load_si128(reinterpret_cast<const __m128i*>(from));
}
template<> EIGEN_STRONG_INLINE Packet8h ploadu<Packet8h>(const Eigen::half* from) {
Packet8h result;
result.x = _mm_loadu_si128(reinterpret_cast<const __m128i*>(from));
return result;
return _mm_loadu_si128(reinterpret_cast<const __m128i*>(from));
}
template<> EIGEN_STRONG_INLINE void pstore<Eigen::half>(Eigen::half* to, const Packet8h& from) {
_mm_store_si128(reinterpret_cast<__m128i*>(to), from.x);
_mm_store_si128(reinterpret_cast<__m128i*>(to), from);
}
template<> EIGEN_STRONG_INLINE void pstoreu<Eigen::half>(Eigen::half* to, const Packet8h& from) {
_mm_storeu_si128(reinterpret_cast<__m128i*>(to), from.x);
_mm_storeu_si128(reinterpret_cast<__m128i*>(to), from);
}
template<> EIGEN_STRONG_INLINE Packet8h
ploaddup<Packet8h>(const Eigen::half* from) {
Packet8h result;
unsigned short a = from[0].x;
unsigned short b = from[1].x;
unsigned short c = from[2].x;
unsigned short d = from[3].x;
result.x = _mm_set_epi16(d, d, c, c, b, b, a, a);
return result;
return _mm_set_epi16(d, d, c, c, b, b, a, a);
}
template<> EIGEN_STRONG_INLINE Packet8h
ploadquad<Packet8h>(const Eigen::half* from) {
Packet8h result;
unsigned short a = from[0].x;
unsigned short b = from[1].x;
result.x = _mm_set_epi16(b, b, b, b, a, a, a, a);
return result;
return _mm_set_epi16(b, b, b, b, a, a, a, a);
}
EIGEN_STRONG_INLINE Packet8f half2float(const Packet8h& a) {
#ifdef EIGEN_HAS_FP16_C
return _mm256_cvtph_ps(a.x);
return _mm256_cvtph_ps(a);
#else
EIGEN_ALIGN32 Eigen::half aux[8];
pstore(aux, a);
@@ -990,9 +978,7 @@ EIGEN_STRONG_INLINE Packet8f half2float(const Packet8h& a) {
EIGEN_STRONG_INLINE Packet8h float2half(const Packet8f& a) {
#ifdef EIGEN_HAS_FP16_C
Packet8h result;
result.x = _mm256_cvtps_ph(a, _MM_FROUND_TO_NEAREST_INT|_MM_FROUND_NO_EXC);
return result;
return _mm256_cvtps_ph(a, _MM_FROUND_TO_NEAREST_INT|_MM_FROUND_NO_EXC);
#else
EIGEN_ALIGN32 float aux[8];
pstore(aux, a);
@@ -1005,33 +991,31 @@ EIGEN_STRONG_INLINE Packet8h float2half(const Packet8f& a) {
Eigen::half h6(aux[6]);
Eigen::half h7(aux[7]);
Packet8h result;
result.x = _mm_set_epi16(h7.x, h6.x, h5.x, h4.x, h3.x, h2.x, h1.x, h0.x);
return result;
return _mm_set_epi16(h7.x, h6.x, h5.x, h4.x, h3.x, h2.x, h1.x, h0.x);
#endif
}
template<> EIGEN_STRONG_INLINE Packet8h ptrue(const Packet8h& a) {
Packet8h r; r.x = _mm_cmpeq_epi32(a.x, a.x); return r;
return _mm_cmpeq_epi32(a, a);
}
template<> EIGEN_STRONG_INLINE Packet8h por(const Packet8h& a,const Packet8h& b) {
// in some cases Packet4i is a wrapper around __m128i, so we either need to
// cast to Packet4i to directly call the intrinsics as below:
Packet8h r; r.x = _mm_or_si128(a.x,b.x); return r;
return _mm_or_si128(a,b);
}
template<> EIGEN_STRONG_INLINE Packet8h pxor(const Packet8h& a,const Packet8h& b) {
Packet8h r; r.x = _mm_xor_si128(a.x,b.x); return r;
return _mm_xor_si128(a,b);
}
template<> EIGEN_STRONG_INLINE Packet8h pand(const Packet8h& a,const Packet8h& b) {
Packet8h r; r.x = _mm_and_si128(a.x,b.x); return r;
return _mm_and_si128(a,b);
}
template<> EIGEN_STRONG_INLINE Packet8h pandnot(const Packet8h& a,const Packet8h& b) {
Packet8h r; r.x = _mm_andnot_si128(b.x,a.x); return r;
return _mm_andnot_si128(b,a);
}
template<> EIGEN_STRONG_INLINE Packet8h pselect(const Packet8h& mask, const Packet8h& a, const Packet8h& b) {
Packet8h r; r.x = _mm_blendv_epi8(b.x, a.x, mask.x); return r;
return _mm_blendv_epi8(b, a, mask);
}
template<> EIGEN_STRONG_INLINE Packet8h pcmp_eq(const Packet8h& a,const Packet8h& b) {
@@ -1039,17 +1023,15 @@ template<> EIGEN_STRONG_INLINE Packet8h pcmp_eq(const Packet8h& a,const Packet8h
Packet8f bf = half2float(b);
Packet8f rf = pcmp_eq(af, bf);
// Pack the 32-bit flags into 16-bits flags.
Packet8h result; result.x = _mm_packs_epi32(_mm256_extractf128_si256(_mm256_castps_si256(rf), 0),
_mm256_extractf128_si256(_mm256_castps_si256(rf), 1));
return result;
return _mm_packs_epi32(_mm256_extractf128_si256(_mm256_castps_si256(rf), 0),
_mm256_extractf128_si256(_mm256_castps_si256(rf), 1));
}
template<> EIGEN_STRONG_INLINE Packet8h pconj(const Packet8h& a) { return a; }
template<> EIGEN_STRONG_INLINE Packet8h pnegate(const Packet8h& a) {
Packet8h sign_mask; sign_mask.x = _mm_set1_epi16(static_cast<unsigned short>(0x8000));
Packet8h result; result.x = _mm_xor_si128(a.x, sign_mask.x);
return result;
Packet8h sign_mask = _mm_set1_epi16(static_cast<unsigned short>(0x8000));
return _mm_xor_si128(a, sign_mask);
}
template<> EIGEN_STRONG_INLINE Packet8h padd<Packet8h>(const Packet8h& a, const Packet8h& b) {
@@ -1082,23 +1064,21 @@ template<> EIGEN_STRONG_INLINE Packet8h pdiv<Packet8h>(const Packet8h& a, const
template<> EIGEN_STRONG_INLINE Packet8h pgather<Eigen::half, Packet8h>(const Eigen::half* from, Index stride)
{
Packet8h result;
result.x = _mm_set_epi16(from[7*stride].x, from[6*stride].x, from[5*stride].x, from[4*stride].x, from[3*stride].x, from[2*stride].x, from[1*stride].x, from[0*stride].x);
return result;
return _mm_set_epi16(from[7*stride].x, from[6*stride].x, from[5*stride].x, from[4*stride].x, from[3*stride].x, from[2*stride].x, from[1*stride].x, from[0*stride].x);
}
template<> EIGEN_STRONG_INLINE void pscatter<Eigen::half, Packet8h>(Eigen::half* to, const Packet8h& from, Index stride)
{
EIGEN_ALIGN32 Eigen::half aux[8];
pstore(aux, from);
to[stride*0].x = aux[0].x;
to[stride*1].x = aux[1].x;
to[stride*2].x = aux[2].x;
to[stride*3].x = aux[3].x;
to[stride*4].x = aux[4].x;
to[stride*5].x = aux[5].x;
to[stride*6].x = aux[6].x;
to[stride*7].x = aux[7].x;
to[stride*0] = aux[0];
to[stride*1] = aux[1];
to[stride*2] = aux[2];
to[stride*3] = aux[3];
to[stride*4] = aux[4];
to[stride*5] = aux[5];
to[stride*6] = aux[6];
to[stride*7] = aux[7];
}
template<> EIGEN_STRONG_INLINE Eigen::half predux<Packet8h>(const Packet8h& a) {
@@ -1142,23 +1122,17 @@ template<> EIGEN_STRONG_INLINE Packet8h preduxp<Packet8h>(const Packet8h* p) {
template<> EIGEN_STRONG_INLINE Packet8h preverse(const Packet8h& a)
{
__m128i m = _mm_setr_epi8(14,15,12,13,10,11,8,9,6,7,4,5,2,3,0,1);
Packet8h res;
res.x = _mm_shuffle_epi8(a.x,m);
return res;
return _mm_shuffle_epi8(a,m);
}
template<> EIGEN_STRONG_INLINE Packet8h pinsertfirst(const Packet8h& a, Eigen::half b)
{
Packet8h res;
res.x = _mm_insert_epi16(a.x,int(b.x),0);
return res;
return _mm_insert_epi16(a,int(b.x),0);
}
template<> EIGEN_STRONG_INLINE Packet8h pinsertlast(const Packet8h& a, Eigen::half b)
{
Packet8h res;
res.x = _mm_insert_epi16(a.x,int(b.x),7);
return res;
return _mm_insert_epi16(a,int(b.x),7);
}
template<int Offset>
@@ -1167,20 +1141,20 @@ struct palign_impl<Offset,Packet8h>
static EIGEN_STRONG_INLINE void run(Packet8h& first, const Packet8h& second)
{
if (Offset!=0)
first.x = _mm_alignr_epi8(second.x,first.x, Offset*2);
first = _mm_alignr_epi8(second,first, Offset*2);
}
};
EIGEN_STRONG_INLINE void
ptranspose(PacketBlock<Packet8h,8>& kernel) {
__m128i a = kernel.packet[0].x;
__m128i b = kernel.packet[1].x;
__m128i c = kernel.packet[2].x;
__m128i d = kernel.packet[3].x;
__m128i e = kernel.packet[4].x;
__m128i f = kernel.packet[5].x;
__m128i g = kernel.packet[6].x;
__m128i h = kernel.packet[7].x;
__m128i a = kernel.packet[0];
__m128i b = kernel.packet[1];
__m128i c = kernel.packet[2];
__m128i d = kernel.packet[3];
__m128i e = kernel.packet[4];
__m128i f = kernel.packet[5];
__m128i g = kernel.packet[6];
__m128i h = kernel.packet[7];
__m128i a03b03 = _mm_unpacklo_epi16(a, b);
__m128i c03d03 = _mm_unpacklo_epi16(c, d);
@@ -1209,14 +1183,14 @@ ptranspose(PacketBlock<Packet8h,8>& kernel) {
__m128i a6b6c6d6e6f6g6h6 = _mm_unpacklo_epi64(a67b67c67d67, e67f67g67h67);
__m128i a7b7c7d7e7f7g7h7 = _mm_unpackhi_epi64(a67b67c67d67, e67f67g67h67);
kernel.packet[0].x = a0b0c0d0e0f0g0h0;
kernel.packet[1].x = a1b1c1d1e1f1g1h1;
kernel.packet[2].x = a2b2c2d2e2f2g2h2;
kernel.packet[3].x = a3b3c3d3e3f3g3h3;
kernel.packet[4].x = a4b4c4d4e4f4g4h4;
kernel.packet[5].x = a5b5c5d5e5f5g5h5;
kernel.packet[6].x = a6b6c6d6e6f6g6h6;
kernel.packet[7].x = a7b7c7d7e7f7g7h7;
kernel.packet[0] = a0b0c0d0e0f0g0h0;
kernel.packet[1] = a1b1c1d1e1f1g1h1;
kernel.packet[2] = a2b2c2d2e2f2g2h2;
kernel.packet[3] = a3b3c3d3e3f3g3h3;
kernel.packet[4] = a4b4c4d4e4f4g4h4;
kernel.packet[5] = a5b5c5d5e5f5g5h5;
kernel.packet[6] = a6b6c6d6e6f6g6h6;
kernel.packet[7] = a7b7c7d7e7f7g7h7;
}
EIGEN_STRONG_INLINE void