// This file is part of Eigen, a lightweight C++ template library // for linear algebra. Eigen itself is part of the KDE project. // // Copyright (C) 2008 Gael Guennebaud // // Eigen is free software; you can redistribute it and/or // modify it under the terms of the GNU Lesser General Public // License as published by the Free Software Foundation; either // version 3 of the License, or (at your option) any later version. // // Alternatively, you can redistribute it and/or // modify it under the terms of the GNU General Public License as // published by the Free Software Foundation; either version 2 of // the License, or (at your option) any later version. // // Eigen is distributed in the hope that it will be useful, but WITHOUT ANY // WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS // FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License or the // GNU General Public License for more details. // // You should have received a copy of the GNU Lesser General Public // License and a copy of the GNU General Public License along with // Eigen. If not, see . #ifndef EIGEN_PACKET_MATH_SSE_H #define EIGEN_PACKET_MATH_SSE_H #ifndef EIGEN_CACHEFRIENDLY_PRODUCT_THRESHOLD #define EIGEN_CACHEFRIENDLY_PRODUCT_THRESHOLD 16 #endif #define ei_vec4f_swizzle1(v,p,q,r,s) \ (_mm_castsi128_ps(_mm_shuffle_epi32( _mm_castps_si128(v), ((s)<<6|(r)<<4|(q)<<2|(p))))) #define ei_vec4i_swizzle1(v,p,q,r,s) \ (_mm_shuffle_epi32( v, ((s)<<6|(r)<<4|(q)<<2|(p)))) #define ei_vec4f_swizzle2(a,b,p,q,r,s) \ (_mm_shuffle_ps( (a), (b), ((s)<<6|(r)<<4|(q)<<2|(p)))) #define ei_vec4i_swizzle2(a,b,p,q,r,s) \ (_mm_castps_si128( (_mm_shuffle_ps( _mm_castsi128_ps(a), _mm_castsi128_ps(b), ((s)<<6|(r)<<4|(q)<<2|(p)))))) template<> struct ei_packet_traits { typedef __m128 type; enum {size=4}; }; template<> struct ei_packet_traits { typedef __m128d type; enum {size=2}; }; template<> struct ei_packet_traits { typedef __m128i type; enum {size=4}; }; template<> struct ei_unpacket_traits<__m128> { typedef float type; enum {size=4}; }; template<> struct ei_unpacket_traits<__m128d> { typedef double type; enum {size=2}; }; template<> struct ei_unpacket_traits<__m128i> { typedef int type; enum {size=4}; }; template<> EIGEN_STRONG_INLINE __m128 ei_pset1(const float& from) { return _mm_set1_ps(from); } template<> EIGEN_STRONG_INLINE __m128d ei_pset1(const double& from) { return _mm_set1_pd(from); } template<> EIGEN_STRONG_INLINE __m128i ei_pset1(const int& from) { return _mm_set1_epi32(from); } template<> EIGEN_STRONG_INLINE __m128 ei_padd<__m128>(const __m128& a, const __m128& b) { return _mm_add_ps(a,b); } template<> EIGEN_STRONG_INLINE __m128d ei_padd<__m128d>(const __m128d& a, const __m128d& b) { return _mm_add_pd(a,b); } template<> EIGEN_STRONG_INLINE __m128i ei_padd<__m128i>(const __m128i& a, const __m128i& b) { return _mm_add_epi32(a,b); } template<> EIGEN_STRONG_INLINE __m128 ei_psub<__m128>(const __m128& a, const __m128& b) { return _mm_sub_ps(a,b); } template<> EIGEN_STRONG_INLINE __m128d ei_psub<__m128d>(const __m128d& a, const __m128d& b) { return _mm_sub_pd(a,b); } template<> EIGEN_STRONG_INLINE __m128i ei_psub<__m128i>(const __m128i& a, const __m128i& b) { return _mm_sub_epi32(a,b); } template<> EIGEN_STRONG_INLINE __m128 ei_pmul<__m128>(const __m128& a, const __m128& b) { return _mm_mul_ps(a,b); } template<> EIGEN_STRONG_INLINE __m128d ei_pmul<__m128d>(const __m128d& a, const __m128d& b) { return _mm_mul_pd(a,b); } template<> EIGEN_STRONG_INLINE __m128i ei_pmul<__m128i>(const __m128i& a, const __m128i& b) { // this version is very slightly faster than 4 scalar products return ei_vec4i_swizzle1( ei_vec4i_swizzle2( _mm_mul_epu32(a,b), _mm_mul_epu32(ei_vec4i_swizzle1(a,1,0,3,2), ei_vec4i_swizzle1(b,1,0,3,2)), 0,2,0,2), 0,2,1,3); } template<> EIGEN_STRONG_INLINE __m128 ei_pdiv<__m128>(const __m128& a, const __m128& b) { return _mm_div_ps(a,b); } template<> EIGEN_STRONG_INLINE __m128d ei_pdiv<__m128d>(const __m128d& a, const __m128d& b) { return _mm_div_pd(a,b); } template<> EIGEN_STRONG_INLINE __m128i ei_pdiv<__m128i>(const __m128i& /*a*/, const __m128i& /*b*/) { ei_assert(false && "packet integer division are not supported by SSE"); __m128i dummy = ei_pset1(0); return dummy; } // for some weird raisons, it has to be overloaded for packet integer template<> EIGEN_STRONG_INLINE __m128i ei_pmadd(const __m128i& a, const __m128i& b, const __m128i& c) { return ei_padd(ei_pmul(a,b), c); } template<> EIGEN_STRONG_INLINE __m128 ei_pmin<__m128>(const __m128& a, const __m128& b) { return _mm_min_ps(a,b); } template<> EIGEN_STRONG_INLINE __m128d ei_pmin<__m128d>(const __m128d& a, const __m128d& b) { return _mm_min_pd(a,b); } template<> EIGEN_STRONG_INLINE __m128i ei_pmin<__m128i>(const __m128i& a, const __m128i& b) { // after some bench, this version *is* faster than a scalar implementation __m128i mask = _mm_cmplt_epi32(a,b); return _mm_or_si128(_mm_and_si128(mask,a),_mm_andnot_si128(mask,b)); } template<> EIGEN_STRONG_INLINE __m128 ei_pmax<__m128>(const __m128& a, const __m128& b) { return _mm_max_ps(a,b); } template<> EIGEN_STRONG_INLINE __m128d ei_pmax<__m128d>(const __m128d& a, const __m128d& b) { return _mm_max_pd(a,b); } template<> EIGEN_STRONG_INLINE __m128i ei_pmax<__m128i>(const __m128i& a, const __m128i& b) { // after some bench, this version *is* faster than a scalar implementation __m128i mask = _mm_cmpgt_epi32(a,b); return _mm_or_si128(_mm_and_si128(mask,a),_mm_andnot_si128(mask,b)); } template<> EIGEN_STRONG_INLINE __m128 ei_pload(const float* from) { return _mm_load_ps(from); } template<> EIGEN_STRONG_INLINE __m128d ei_pload(const double* from) { return _mm_load_pd(from); } template<> EIGEN_STRONG_INLINE __m128i ei_pload(const int* from) { return _mm_load_si128(reinterpret_cast(from)); } template<> EIGEN_STRONG_INLINE __m128 ei_ploadu(const float* from) { __m128 r; r = _mm_castpd_ps(_mm_load_sd((double*)(from))); r = _mm_loadh_pi(r, (const __m64*)(from+2)); return r; } template<> EIGEN_STRONG_INLINE __m128d ei_ploadu(const double* from) { return _mm_castps_pd(ei_ploadu((const float*)(from))); } template<> EIGEN_STRONG_INLINE __m128i ei_ploadu(const int* from) { return _mm_castpd_si128(ei_ploadu((const double*)(from))); } template<> EIGEN_STRONG_INLINE void ei_pstore(float* to, const __m128& from) { _mm_store_ps(to, from); } template<> EIGEN_STRONG_INLINE void ei_pstore(double* to, const __m128d& from) { _mm_store_pd(to, from); } template<> EIGEN_STRONG_INLINE void ei_pstore(int* to, const __m128i& from) { _mm_store_si128(reinterpret_cast<__m128i*>(to), from); } template<> EIGEN_STRONG_INLINE void ei_pstoreu(double* to, const __m128d& from) { _mm_storel_pd((to), from); _mm_storeh_pd((to+1), from); } template<> EIGEN_STRONG_INLINE void ei_pstoreu(float* to, const __m128& from) { ei_pstoreu((double*)to, _mm_castps_pd(from)); } template<> EIGEN_STRONG_INLINE void ei_pstoreu(int* to, const __m128i& from) { ei_pstoreu((double*)to, _mm_castsi128_pd(from)); } #ifdef _MSC_VER // this fix internal compilation error template<> EIGEN_STRONG_INLINE float ei_pfirst<__m128>(const __m128& a) { float x = _mm_cvtss_f32(a); return x; } template<> EIGEN_STRONG_INLINE double ei_pfirst<__m128d>(const __m128d& a) { double x = _mm_cvtsd_f64(a); return x; } template<> EIGEN_STRONG_INLINE int ei_pfirst<__m128i>(const __m128i& a) { int x = _mm_cvtsi128_si32(a); return x; } #else template<> EIGEN_STRONG_INLINE float ei_pfirst<__m128>(const __m128& a) { return _mm_cvtss_f32(a); } template<> EIGEN_STRONG_INLINE double ei_pfirst<__m128d>(const __m128d& a) { return _mm_cvtsd_f64(a); } template<> EIGEN_STRONG_INLINE int ei_pfirst<__m128i>(const __m128i& a) { return _mm_cvtsi128_si32(a); } #endif template<> EIGEN_STRONG_INLINE __m128 ei_preverse(const __m128& a) { return _mm_shuffle_ps(a,a,0x1B); } template<> EIGEN_STRONG_INLINE __m128d ei_preverse(const __m128d& a) { return _mm_shuffle_pd(a,a,0x1); } template<> EIGEN_STRONG_INLINE __m128i ei_preverse(const __m128i& a) { return _mm_shuffle_epi32(a,0x1B); } #ifdef __SSE3__ // TODO implement SSE2 versions as well as integer versions template<> EIGEN_STRONG_INLINE __m128 ei_preduxp<__m128>(const __m128* vecs) { return _mm_hadd_ps(_mm_hadd_ps(vecs[0], vecs[1]),_mm_hadd_ps(vecs[2], vecs[3])); } template<> EIGEN_STRONG_INLINE __m128d ei_preduxp<__m128d>(const __m128d* vecs) { return _mm_hadd_pd(vecs[0], vecs[1]); } // SSSE3 version: // EIGEN_STRONG_INLINE __m128i ei_preduxp(const __m128i* vecs) // { // return _mm_hadd_epi32(_mm_hadd_epi32(vecs[0], vecs[1]),_mm_hadd_epi32(vecs[2], vecs[3])); // } template<> EIGEN_STRONG_INLINE float ei_predux<__m128>(const __m128& a) { __m128 tmp0 = _mm_hadd_ps(a,a); return ei_pfirst(_mm_hadd_ps(tmp0, tmp0)); } template<> EIGEN_STRONG_INLINE double ei_predux<__m128d>(const __m128d& a) { return ei_pfirst(_mm_hadd_pd(a, a)); } // SSSE3 version: // EIGEN_STRONG_INLINE float ei_predux(const __m128i& a) // { // __m128i tmp0 = _mm_hadd_epi32(a,a); // return ei_pfirst(_mm_hadd_epi32(tmp0, tmp0)); // } #else // SSE2 versions template<> EIGEN_STRONG_INLINE float ei_predux<__m128>(const __m128& a) { __m128 tmp = _mm_add_ps(a, _mm_movehl_ps(a,a)); return ei_pfirst(_mm_add_ss(tmp, _mm_shuffle_ps(tmp,tmp, 1))); } template<> EIGEN_STRONG_INLINE double ei_predux<__m128d>(const __m128d& a) { return ei_pfirst(_mm_add_sd(a, _mm_unpackhi_pd(a,a))); } template<> EIGEN_STRONG_INLINE __m128 ei_preduxp<__m128>(const __m128* vecs) { __m128 tmp0, tmp1, tmp2; tmp0 = _mm_unpacklo_ps(vecs[0], vecs[1]); tmp1 = _mm_unpackhi_ps(vecs[0], vecs[1]); tmp2 = _mm_unpackhi_ps(vecs[2], vecs[3]); tmp0 = _mm_add_ps(tmp0, tmp1); tmp1 = _mm_unpacklo_ps(vecs[2], vecs[3]); tmp1 = _mm_add_ps(tmp1, tmp2); tmp2 = _mm_movehl_ps(tmp1, tmp0); tmp0 = _mm_movelh_ps(tmp0, tmp1); return _mm_add_ps(tmp0, tmp2); } template<> EIGEN_STRONG_INLINE __m128d ei_preduxp<__m128d>(const __m128d* vecs) { return _mm_add_pd(_mm_unpacklo_pd(vecs[0], vecs[1]), _mm_unpackhi_pd(vecs[0], vecs[1])); } #endif // SSE3 template<> EIGEN_STRONG_INLINE int ei_predux<__m128i>(const __m128i& a) { __m128i tmp = _mm_add_epi32(a, _mm_unpackhi_epi64(a,a)); return ei_pfirst(tmp) + ei_pfirst(_mm_shuffle_epi32(tmp, 1)); } template<> EIGEN_STRONG_INLINE __m128i ei_preduxp<__m128i>(const __m128i* vecs) { __m128i tmp0, tmp1, tmp2; tmp0 = _mm_unpacklo_epi32(vecs[0], vecs[1]); tmp1 = _mm_unpackhi_epi32(vecs[0], vecs[1]); tmp2 = _mm_unpackhi_epi32(vecs[2], vecs[3]); tmp0 = _mm_add_epi32(tmp0, tmp1); tmp1 = _mm_unpacklo_epi32(vecs[2], vecs[3]); tmp1 = _mm_add_epi32(tmp1, tmp2); tmp2 = _mm_unpacklo_epi64(tmp0, tmp1); tmp0 = _mm_unpackhi_epi64(tmp0, tmp1); return _mm_add_epi32(tmp0, tmp2); } // Other reduction functions: // mul template<> EIGEN_STRONG_INLINE float ei_predux_mul<__m128>(const __m128& a) { __m128 tmp = _mm_mul_ps(a, _mm_movehl_ps(a,a)); return ei_pfirst(_mm_mul_ss(tmp, _mm_shuffle_ps(tmp,tmp, 1))); } template<> EIGEN_STRONG_INLINE double ei_predux_mul<__m128d>(const __m128d& a) { return ei_pfirst(_mm_mul_sd(a, _mm_unpackhi_pd(a,a))); } template<> EIGEN_STRONG_INLINE int ei_predux_mul<__m128i>(const __m128i& a) { // after some experiments, it is seems this is the fastest way to implement it // for GCC (eg., reusing ei_pmul is very slow !) // TODO try to call _mm_mul_epu32 directly EIGEN_ALIGN_128 int aux[4]; ei_pstore(aux, a); return (aux[0] * aux[1]) * (aux[2] * aux[3]);; } // min template<> EIGEN_STRONG_INLINE float ei_predux_min<__m128>(const __m128& a) { __m128 tmp = _mm_min_ps(a, _mm_movehl_ps(a,a)); return ei_pfirst(_mm_min_ss(tmp, _mm_shuffle_ps(tmp,tmp, 1))); } template<> EIGEN_STRONG_INLINE double ei_predux_min<__m128d>(const __m128d& a) { return ei_pfirst(_mm_min_sd(a, _mm_unpackhi_pd(a,a))); } template<> EIGEN_STRONG_INLINE int ei_predux_min<__m128i>(const __m128i& a) { // after some experiments, it is seems this is the fastest way to implement it // for GCC (eg., it does not like using std::min after the ei_pstore !!) EIGEN_ALIGN_128 int aux[4]; ei_pstore(aux, a); register int aux0 = aux[0] EIGEN_STRONG_INLINE float ei_predux_max<__m128>(const __m128& a) { __m128 tmp = _mm_max_ps(a, _mm_movehl_ps(a,a)); return ei_pfirst(_mm_max_ss(tmp, _mm_shuffle_ps(tmp,tmp, 1))); } template<> EIGEN_STRONG_INLINE double ei_predux_max<__m128d>(const __m128d& a) { return ei_pfirst(_mm_max_sd(a, _mm_unpackhi_pd(a,a))); } template<> EIGEN_STRONG_INLINE int ei_predux_max<__m128i>(const __m128i& a) { // after some experiments, it is seems this is the fastest way to implement it // for GCC (eg., it does not like using std::min after the ei_pstore !!) EIGEN_ALIGN_128 int aux[4]; ei_pstore(aux, a); register int aux0 = aux[0]>aux[1] ? aux[0] : aux[1]; register int aux2 = aux[2]>aux[3] ? aux[2] : aux[3]; return aux0>aux2 ? aux0 : aux2; } #if (defined __GNUC__) // template <> EIGEN_STRONG_INLINE __m128 ei_pmadd(const __m128& a, const __m128& b, const __m128& c) // { // __m128 res = b; // asm("mulps %[a], %[b] \n\taddps %[c], %[b]" : [b] "+x" (res) : [a] "x" (a), [c] "x" (c)); // return res; // } // EIGEN_STRONG_INLINE __m128i _mm_alignr_epi8(const __m128i& a, const __m128i& b, const int i) // { // __m128i res = a; // asm("palignr %[i], %[a], %[b] " : [b] "+x" (res) : [a] "x" (a), [i] "i" (i)); // return res; // } #endif #ifdef __SSSE3__ // SSSE3 versions template struct ei_palign_impl { EIGEN_STRONG_INLINE static void run(__m128& first, const __m128& second) { if (Offset!=0) first = _mm_castsi128_ps(_mm_alignr_epi8(_mm_castps_si128(second), _mm_castps_si128(first), Offset*4)); } }; template struct ei_palign_impl { EIGEN_STRONG_INLINE static void run(__m128i& first, const __m128i& second) { if (Offset!=0) first = _mm_alignr_epi8(second,first, Offset*4); } }; template struct ei_palign_impl { EIGEN_STRONG_INLINE static void run(__m128d& first, const __m128d& second) { if (Offset==1) first = _mm_castsi128_pd(_mm_alignr_epi8(_mm_castpd_si128(second), _mm_castpd_si128(first), 8)); } }; #else // SSE2 versions template struct ei_palign_impl { EIGEN_STRONG_INLINE static void run(__m128& first, const __m128& second) { if (Offset==1) { first = _mm_move_ss(first,second); first = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(first),0x39)); } else if (Offset==2) { first = _mm_movehl_ps(first,first); first = _mm_movelh_ps(first,second); } else if (Offset==3) { first = _mm_move_ss(first,second); first = _mm_shuffle_ps(first,second,0x93); } } }; template struct ei_palign_impl { EIGEN_STRONG_INLINE static void run(__m128i& first, const __m128i& second) { if (Offset==1) { first = _mm_castps_si128(_mm_move_ss(_mm_castsi128_ps(first),_mm_castsi128_ps(second))); first = _mm_shuffle_epi32(first,0x39); } else if (Offset==2) { first = _mm_castps_si128(_mm_movehl_ps(_mm_castsi128_ps(first),_mm_castsi128_ps(first))); first = _mm_castps_si128(_mm_movelh_ps(_mm_castsi128_ps(first),_mm_castsi128_ps(second))); } else if (Offset==3) { first = _mm_castps_si128(_mm_move_ss(_mm_castsi128_ps(first),_mm_castsi128_ps(second))); first = _mm_castps_si128(_mm_shuffle_ps(_mm_castsi128_ps(first),_mm_castsi128_ps(second),0x93)); } } }; template struct ei_palign_impl { EIGEN_STRONG_INLINE static void run(__m128d& first, const __m128d& second) { if (Offset==1) { first = _mm_castps_pd(_mm_movehl_ps(_mm_castpd_ps(first),_mm_castpd_ps(first))); first = _mm_castps_pd(_mm_movelh_ps(_mm_castpd_ps(first),_mm_castpd_ps(second))); } } }; #endif #endif // EIGEN_PACKET_MATH_SSE_H