diff options
Diffstat (limited to 'Eigen/src/Core/arch/SSE/PacketMath.h')
| -rwxr-xr-x[-rw-r--r--] | Eigen/src/Core/arch/SSE/PacketMath.h | 209 |
1 files changed, 183 insertions, 26 deletions
diff --git a/Eigen/src/Core/arch/SSE/PacketMath.h b/Eigen/src/Core/arch/SSE/PacketMath.h index f5a3dab52..6912f3bc3 100644..100755 --- a/Eigen/src/Core/arch/SSE/PacketMath.h +++ b/Eigen/src/Core/arch/SSE/PacketMath.h @@ -22,9 +22,41 @@ namespace internal { #define EIGEN_ARCH_DEFAULT_NUMBER_OF_REGISTERS (2*sizeof(void*)) #endif +#ifdef EIGEN_VECTORIZE_FMA +#ifndef EIGEN_HAS_FUSED_MADD +#define EIGEN_HAS_FUSED_MADD 1 +#endif +#endif + +#if defined EIGEN_VECTORIZE_AVX && defined __GNUC__ && !(defined __clang__ || defined __INTEL_COMPILER) +// With GCC's default ABI version, a __m128 or __m256 are the same types and therefore we cannot +// have overloads for both types without linking error. +// One solution is to increase ABI version using -fabi-version=4 (or greater). +// To workaround this inconvenince, we rather wrap 128bit types into the following helper +// structure: +// TODO disable this wrapper if abi-versio>=4, but to detect that without asking the user to define a macro? +template<typename T> +struct eigen_packet_wrapper +{ + EIGEN_ALWAYS_INLINE operator T&() { return m_val; } + EIGEN_ALWAYS_INLINE operator const T&() const { return m_val; } + EIGEN_ALWAYS_INLINE eigen_packet_wrapper() {} + EIGEN_ALWAYS_INLINE eigen_packet_wrapper(const T &v) : m_val(v) {} + EIGEN_ALWAYS_INLINE eigen_packet_wrapper& operator=(const T &v) { + m_val = v; + return *this; + } + + T m_val; +}; +typedef eigen_packet_wrapper<__m128> Packet4f; +typedef eigen_packet_wrapper<__m128i> Packet4i; +typedef eigen_packet_wrapper<__m128d> Packet2d; +#else typedef __m128 Packet4f; typedef __m128i Packet4i; typedef __m128d Packet2d; +#endif template<> struct is_arithmetic<__m128> { enum { value = true }; }; template<> struct is_arithmetic<__m128i> { enum { value = true }; }; @@ -58,13 +90,18 @@ template<> struct is_arithmetic<__m128d> { enum { value = true }; }; const Packet4i p4i_##NAME = pset1<Packet4i>(X) +// Use the packet_traits defined in AVX/PacketMath.h instead if we're going +// to leverage AVX instructions. +#ifndef EIGEN_VECTORIZE_AVX template<> struct packet_traits<float> : default_packet_traits { typedef Packet4f type; + typedef Packet4f half; enum { Vectorizable = 1, AlignedOnScalar = 1, size=4, + HasHalfPacket = 0, HasDiv = 1, HasSin = EIGEN_FAST_MATH, @@ -77,19 +114,23 @@ template<> struct packet_traits<float> : default_packet_traits template<> struct packet_traits<double> : default_packet_traits { typedef Packet2d type; + typedef Packet2d half; enum { Vectorizable = 1, AlignedOnScalar = 1, size=2, + HasHalfPacket = 0, HasDiv = 1, HasExp = 1, HasSqrt = 1 }; }; +#endif template<> struct packet_traits<int> : default_packet_traits { typedef Packet4i type; + typedef Packet4i half; enum { // FIXME check the Has* Vectorizable = 1, @@ -98,9 +139,9 @@ template<> struct packet_traits<int> : default_packet_traits }; }; -template<> struct unpacket_traits<Packet4f> { typedef float type; enum {size=4}; }; -template<> struct unpacket_traits<Packet2d> { typedef double type; enum {size=2}; }; -template<> struct unpacket_traits<Packet4i> { typedef int type; enum {size=4}; }; +template<> struct unpacket_traits<Packet4f> { typedef float type; enum {size=4}; typedef Packet4f half; }; +template<> struct unpacket_traits<Packet2d> { typedef double type; enum {size=2}; typedef Packet2d half; }; +template<> struct unpacket_traits<Packet4i> { typedef int type; enum {size=4}; typedef Packet4i half; }; #if defined(_MSC_VER) && (_MSC_VER==1500) // Workaround MSVC 9 internal compiler error. @@ -110,13 +151,26 @@ template<> EIGEN_STRONG_INLINE Packet4f pset1<Packet4f>(const float& from) { re template<> EIGEN_STRONG_INLINE Packet2d pset1<Packet2d>(const double& from) { return _mm_set_pd(from,from); } template<> EIGEN_STRONG_INLINE Packet4i pset1<Packet4i>(const int& from) { return _mm_set_epi32(from,from,from,from); } #else -template<> EIGEN_STRONG_INLINE Packet4f pset1<Packet4f>(const float& from) { return _mm_set1_ps(from); } +template<> EIGEN_STRONG_INLINE Packet4f pset1<Packet4f>(const float& from) { return _mm_set_ps1(from); } template<> EIGEN_STRONG_INLINE Packet2d pset1<Packet2d>(const double& from) { return _mm_set1_pd(from); } template<> EIGEN_STRONG_INLINE Packet4i pset1<Packet4i>(const int& from) { return _mm_set1_epi32(from); } #endif +// GCC generates a shufps instruction for _mm_set1_ps/_mm_load1_ps instead of the more efficient pshufd instruction. +// However, using inrinsics for pset1 makes gcc to generate crappy code in some cases (see bug 203) +// Using inline assembly is also not an option because then gcc fails to reorder properly the instructions. +// Therefore, we introduced the pload1 functions to be used in product kernels for which bug 203 does not apply. +// Also note that with AVX, we want it to generate a vbroadcastss. +#if (defined __GNUC__) && (!defined __INTEL_COMPILER) && (!defined __clang__) && (!defined __AVX__) +template<> EIGEN_STRONG_INLINE Packet4f pload1<Packet4f>(const float *from) { + return vec4f_swizzle1(_mm_load_ss(from),0,0,0,0); +} +#endif + +#ifndef EIGEN_VECTORIZE_AVX template<> EIGEN_STRONG_INLINE Packet4f plset<float>(const float& a) { return _mm_add_ps(pset1<Packet4f>(a), _mm_set_ps(3,2,1,0)); } template<> EIGEN_STRONG_INLINE Packet2d plset<double>(const double& a) { return _mm_add_pd(pset1<Packet2d>(a),_mm_set_pd(1,0)); } +#endif template<> EIGEN_STRONG_INLINE Packet4i plset<int>(const int& a) { return _mm_add_epi32(pset1<Packet4i>(a),_mm_set_epi32(3,2,1,0)); } template<> EIGEN_STRONG_INLINE Packet4f padd<Packet4f>(const Packet4f& a, const Packet4f& b) { return _mm_add_ps(a,b); } @@ -139,7 +193,7 @@ template<> EIGEN_STRONG_INLINE Packet2d pnegate(const Packet2d& a) } template<> EIGEN_STRONG_INLINE Packet4i pnegate(const Packet4i& a) { - return psub(_mm_setr_epi32(0,0,0,0), a); + return psub(Packet4i(_mm_setr_epi32(0,0,0,0)), a); } template<> EIGEN_STRONG_INLINE Packet4f pconj(const Packet4f& a) { return a; } @@ -173,6 +227,10 @@ template<> EIGEN_STRONG_INLINE Packet4i pdiv<Packet4i>(const Packet4i& /*a*/, co // for some weird raisons, it has to be overloaded for packet of integers template<> EIGEN_STRONG_INLINE Packet4i pmadd(const Packet4i& a, const Packet4i& b, const Packet4i& c) { return padd(pmul(a,b), c); } +#ifdef EIGEN_VECTORIZE_FMA +template<> EIGEN_STRONG_INLINE Packet4f pmadd(const Packet4f& a, const Packet4f& b, const Packet4f& c) { return _mm_fmadd_ps(a,b,c); } +template<> EIGEN_STRONG_INLINE Packet2d pmadd(const Packet2d& a, const Packet2d& b, const Packet2d& c) { return _mm_fmadd_pd(a,b,c); } +#endif template<> EIGEN_STRONG_INLINE Packet4f pmin<Packet4f>(const Packet4f& a, const Packet4f& b) { return _mm_min_ps(a,b); } template<> EIGEN_STRONG_INLINE Packet2d pmin<Packet2d>(const Packet2d& a, const Packet2d& b) { return _mm_min_pd(a,b); } @@ -218,7 +276,7 @@ template<> EIGEN_STRONG_INLINE Packet4i pandnot<Packet4i>(const Packet4i& a, con template<> EIGEN_STRONG_INLINE Packet4f pload<Packet4f>(const float* from) { EIGEN_DEBUG_ALIGNED_LOAD return _mm_load_ps(from); } template<> EIGEN_STRONG_INLINE Packet2d pload<Packet2d>(const double* from) { EIGEN_DEBUG_ALIGNED_LOAD return _mm_load_pd(from); } -template<> EIGEN_STRONG_INLINE Packet4i pload<Packet4i>(const int* from) { EIGEN_DEBUG_ALIGNED_LOAD return _mm_load_si128(reinterpret_cast<const Packet4i*>(from)); } +template<> EIGEN_STRONG_INLINE Packet4i pload<Packet4i>(const int* from) { EIGEN_DEBUG_ALIGNED_LOAD return _mm_load_si128(reinterpret_cast<const __m128i*>(from)); } #if defined(_MSC_VER) template<> EIGEN_STRONG_INLINE Packet4f ploadu<Packet4f>(const float* from) { @@ -236,7 +294,7 @@ template<> EIGEN_STRONG_INLINE Packet4i pload<Packet4i>(const int* from) { E #endif } template<> EIGEN_STRONG_INLINE Packet2d ploadu<Packet2d>(const double* from) { EIGEN_DEBUG_UNALIGNED_LOAD return _mm_loadu_pd(from); } - template<> EIGEN_STRONG_INLINE Packet4i ploadu<Packet4i>(const int* from) { EIGEN_DEBUG_UNALIGNED_LOAD return _mm_loadu_si128(reinterpret_cast<const Packet4i*>(from)); } + template<> EIGEN_STRONG_INLINE Packet4i ploadu<Packet4i>(const int* from) { EIGEN_DEBUG_UNALIGNED_LOAD return _mm_loadu_si128(reinterpret_cast<const __m128i*>(from)); } #else // Fast unaligned loads. Note that here we cannot directly use intrinsics: this would // require pointer casting to incompatible pointer types and leads to invalid code @@ -245,14 +303,17 @@ template<> EIGEN_STRONG_INLINE Packet4i pload<Packet4i>(const int* from) { E // TODO: do the same for MSVC (ICC is compatible) // NOTE: with the code below, MSVC's compiler crashes! -#if defined(__GNUC__) && defined(__i386__) +#if defined(__GNUC__) && (defined(__i386__) || (defined(__x86_64) && EIGEN_GNUC_AT_LEAST(4, 8))) // bug 195: gcc/i386 emits weird x87 fldl/fstpl instructions for _mm_load_sd #define EIGEN_AVOID_CUSTOM_UNALIGNED_LOADS 1 + #define EIGEN_AVOID_CUSTOM_UNALIGNED_STORES 1 #elif defined(__clang__) // bug 201: Segfaults in __mm_loadh_pd with clang 2.8 #define EIGEN_AVOID_CUSTOM_UNALIGNED_LOADS 1 + #define EIGEN_AVOID_CUSTOM_UNALIGNED_STORES 0 #else #define EIGEN_AVOID_CUSTOM_UNALIGNED_LOADS 0 + #define EIGEN_AVOID_CUSTOM_UNALIGNED_STORES 0 #endif template<> EIGEN_STRONG_INLINE Packet4f ploadu<Packet4f>(const float* from) @@ -283,7 +344,7 @@ template<> EIGEN_STRONG_INLINE Packet4i ploadu<Packet4i>(const int* from) { EIGEN_DEBUG_UNALIGNED_LOAD #if EIGEN_AVOID_CUSTOM_UNALIGNED_LOADS - return _mm_loadu_si128(reinterpret_cast<const Packet4i*>(from)); + return _mm_loadu_si128(reinterpret_cast<const __m128i*>(from)); #else __m128d res; res = _mm_load_sd((const double*)(from)) ; @@ -302,38 +363,77 @@ template<> EIGEN_STRONG_INLINE Packet2d ploaddup<Packet2d>(const double* from) template<> EIGEN_STRONG_INLINE Packet4i ploaddup<Packet4i>(const int* from) { Packet4i tmp; - tmp = _mm_loadl_epi64(reinterpret_cast<const Packet4i*>(from)); + tmp = _mm_loadl_epi64(reinterpret_cast<const __m128i*>(from)); return vec4i_swizzle1(tmp, 0, 0, 1, 1); } template<> EIGEN_STRONG_INLINE void pstore<float>(float* to, const Packet4f& from) { EIGEN_DEBUG_ALIGNED_STORE _mm_store_ps(to, from); } template<> EIGEN_STRONG_INLINE void pstore<double>(double* to, const Packet2d& from) { EIGEN_DEBUG_ALIGNED_STORE _mm_store_pd(to, from); } -template<> EIGEN_STRONG_INLINE void pstore<int>(int* to, const Packet4i& from) { EIGEN_DEBUG_ALIGNED_STORE _mm_store_si128(reinterpret_cast<Packet4i*>(to), from); } +template<> EIGEN_STRONG_INLINE void pstore<int>(int* to, const Packet4i& from) { EIGEN_DEBUG_ALIGNED_STORE _mm_store_si128(reinterpret_cast<__m128i*>(to), from); } template<> EIGEN_STRONG_INLINE void pstoreu<double>(double* to, const Packet2d& from) { EIGEN_DEBUG_UNALIGNED_STORE +#if EIGEN_AVOID_CUSTOM_UNALIGNED_STORES + _mm_storeu_pd(to, from); +#else _mm_storel_pd((to), from); _mm_storeh_pd((to+1), from); +#endif +} +template<> EIGEN_STRONG_INLINE void pstoreu<float>(float* to, const Packet4f& from) { EIGEN_DEBUG_UNALIGNED_STORE pstoreu(reinterpret_cast<double*>(to), Packet2d(_mm_castps_pd(from))); } +template<> EIGEN_STRONG_INLINE void pstoreu<int>(int* to, const Packet4i& from) { EIGEN_DEBUG_UNALIGNED_STORE pstoreu(reinterpret_cast<double*>(to), Packet2d(_mm_castsi128_pd(from))); } + +template<> EIGEN_DEVICE_FUNC inline Packet4f pgather<float, Packet4f>(const float* from, int stride) +{ + return _mm_set_ps(from[3*stride], from[2*stride], from[1*stride], from[0*stride]); +} +template<> EIGEN_DEVICE_FUNC inline Packet2d pgather<double, Packet2d>(const double* from, int stride) +{ + return _mm_set_pd(from[1*stride], from[0*stride]); +} +template<> EIGEN_DEVICE_FUNC inline Packet4i pgather<int, Packet4i>(const int* from, int stride) +{ + return _mm_set_epi32(from[3*stride], from[2*stride], from[1*stride], from[0*stride]); + } + +template<> EIGEN_DEVICE_FUNC inline void pscatter<float, Packet4f>(float* to, const Packet4f& from, int stride) +{ + to[stride*0] = _mm_cvtss_f32(from); + to[stride*1] = _mm_cvtss_f32(_mm_shuffle_ps(from, from, 1)); + to[stride*2] = _mm_cvtss_f32(_mm_shuffle_ps(from, from, 2)); + to[stride*3] = _mm_cvtss_f32(_mm_shuffle_ps(from, from, 3)); +} +template<> EIGEN_DEVICE_FUNC inline void pscatter<double, Packet2d>(double* to, const Packet2d& from, int stride) +{ + to[stride*0] = _mm_cvtsd_f64(from); + to[stride*1] = _mm_cvtsd_f64(_mm_shuffle_pd(from, from, 1)); +} +template<> EIGEN_DEVICE_FUNC inline void pscatter<int, Packet4i>(int* to, const Packet4i& from, int stride) +{ + to[stride*0] = _mm_cvtsi128_si32(from); + to[stride*1] = _mm_cvtsi128_si32(_mm_shuffle_epi32(from, 1)); + to[stride*2] = _mm_cvtsi128_si32(_mm_shuffle_epi32(from, 2)); + to[stride*3] = _mm_cvtsi128_si32(_mm_shuffle_epi32(from, 3)); } -template<> EIGEN_STRONG_INLINE void pstoreu<float>(float* to, const Packet4f& from) { EIGEN_DEBUG_UNALIGNED_STORE pstoreu(reinterpret_cast<double*>(to), _mm_castps_pd(from)); } -template<> EIGEN_STRONG_INLINE void pstoreu<int>(int* to, const Packet4i& from) { EIGEN_DEBUG_UNALIGNED_STORE pstoreu(reinterpret_cast<double*>(to), _mm_castsi128_pd(from)); } // some compilers might be tempted to perform multiple moves instead of using a vector path. template<> EIGEN_STRONG_INLINE void pstore1<Packet4f>(float* to, const float& a) { Packet4f pa = _mm_set_ss(a); - pstore(to, vec4f_swizzle1(pa,0,0,0,0)); + pstore(to, Packet4f(vec4f_swizzle1(pa,0,0,0,0))); } // some compilers might be tempted to perform multiple moves instead of using a vector path. template<> EIGEN_STRONG_INLINE void pstore1<Packet2d>(double* to, const double& a) { Packet2d pa = _mm_set_sd(a); - pstore(to, vec2d_swizzle1(pa,0,0)); + pstore(to, Packet2d(vec2d_swizzle1(pa,0,0))); } +#ifndef EIGEN_VECTORIZE_AVX template<> EIGEN_STRONG_INLINE void prefetch<float>(const float* addr) { _mm_prefetch((const char*)(addr), _MM_HINT_T0); } template<> EIGEN_STRONG_INLINE void prefetch<double>(const double* addr) { _mm_prefetch((const char*)(addr), _MM_HINT_T0); } template<> EIGEN_STRONG_INLINE void prefetch<int>(const int* addr) { _mm_prefetch((const char*)(addr), _MM_HINT_T0); } +#endif #if defined(_MSC_VER) && defined(_WIN64) && !defined(__INTEL_COMPILER) // The temporary variable fixes an internal compilation error in vs <= 2008 and a wrong-result bug in vs 2010 @@ -380,6 +480,38 @@ template<> EIGEN_STRONG_INLINE Packet4i pabs(const Packet4i& a) #endif } +// with AVX, the default implementations based on pload1 are faster +#ifndef __AVX__ +template<> EIGEN_STRONG_INLINE void +pbroadcast4<Packet4f>(const float *a, + Packet4f& a0, Packet4f& a1, Packet4f& a2, Packet4f& a3) +{ + a3 = pload<Packet4f>(a); + a0 = vec4f_swizzle1(a3, 0,0,0,0); + a1 = vec4f_swizzle1(a3, 1,1,1,1); + a2 = vec4f_swizzle1(a3, 2,2,2,2); + a3 = vec4f_swizzle1(a3, 3,3,3,3); +} +template<> EIGEN_STRONG_INLINE void +pbroadcast4<Packet2d>(const double *a, + Packet2d& a0, Packet2d& a1, Packet2d& a2, Packet2d& a3) +{ +#ifdef EIGEN_VECTORIZE_SSE3 + a0 = _mm_loaddup_pd(a+0); + a1 = _mm_loaddup_pd(a+1); + a2 = _mm_loaddup_pd(a+2); + a3 = _mm_loaddup_pd(a+3); +#else + a1 = pload<Packet2d>(a); + a0 = vec2d_swizzle1(a1, 0,0); + a1 = vec2d_swizzle1(a1, 1,1); + a3 = pload<Packet2d>(a+2); + a2 = vec2d_swizzle1(a3, 0,0); + a3 = vec2d_swizzle1(a3, 1,1); +#endif +} +#endif + EIGEN_STRONG_INLINE void punpackp(Packet4f* vecs) { vecs[1] = _mm_castsi128_ps(_mm_shuffle_epi32(_mm_castps_si128(vecs[0]), 0x55)); @@ -407,10 +539,10 @@ template<> EIGEN_STRONG_INLINE Packet2d preduxp<Packet2d>(const Packet2d* vecs) template<> EIGEN_STRONG_INLINE float predux<Packet4f>(const Packet4f& a) { Packet4f tmp0 = _mm_hadd_ps(a,a); - return pfirst(_mm_hadd_ps(tmp0, tmp0)); + return pfirst<Packet4f>(_mm_hadd_ps(tmp0, tmp0)); } -template<> EIGEN_STRONG_INLINE double predux<Packet2d>(const Packet2d& a) { return pfirst(_mm_hadd_pd(a, a)); } +template<> EIGEN_STRONG_INLINE double predux<Packet2d>(const Packet2d& a) { return pfirst<Packet2d>(_mm_hadd_pd(a, a)); } // SSSE3 version: // EIGEN_STRONG_INLINE float predux(const Packet4i& a) @@ -453,7 +585,7 @@ template<> EIGEN_STRONG_INLINE Packet2d preduxp<Packet2d>(const Packet2d* vecs) template<> EIGEN_STRONG_INLINE int predux<Packet4i>(const Packet4i& a) { Packet4i tmp = _mm_add_epi32(a, _mm_unpackhi_epi64(a,a)); - return pfirst(tmp) + pfirst(_mm_shuffle_epi32(tmp, 1)); + return pfirst(tmp) + pfirst<Packet4i>(_mm_shuffle_epi32(tmp, 1)); } template<> EIGEN_STRONG_INLINE Packet4i preduxp<Packet4i>(const Packet4i* vecs) @@ -476,11 +608,11 @@ template<> EIGEN_STRONG_INLINE Packet4i preduxp<Packet4i>(const Packet4i* vecs) template<> EIGEN_STRONG_INLINE float predux_mul<Packet4f>(const Packet4f& a) { Packet4f tmp = _mm_mul_ps(a, _mm_movehl_ps(a,a)); - return pfirst(_mm_mul_ss(tmp, _mm_shuffle_ps(tmp,tmp, 1))); + return pfirst<Packet4f>(_mm_mul_ss(tmp, _mm_shuffle_ps(tmp,tmp, 1))); } template<> EIGEN_STRONG_INLINE double predux_mul<Packet2d>(const Packet2d& a) { - return pfirst(_mm_mul_sd(a, _mm_unpackhi_pd(a,a))); + return pfirst<Packet2d>(_mm_mul_sd(a, _mm_unpackhi_pd(a,a))); } template<> EIGEN_STRONG_INLINE int predux_mul<Packet4i>(const Packet4i& a) { @@ -496,17 +628,17 @@ template<> EIGEN_STRONG_INLINE int predux_mul<Packet4i>(const Packet4i& a) template<> EIGEN_STRONG_INLINE float predux_min<Packet4f>(const Packet4f& a) { Packet4f tmp = _mm_min_ps(a, _mm_movehl_ps(a,a)); - return pfirst(_mm_min_ss(tmp, _mm_shuffle_ps(tmp,tmp, 1))); + return pfirst<Packet4f>(_mm_min_ss(tmp, _mm_shuffle_ps(tmp,tmp, 1))); } template<> EIGEN_STRONG_INLINE double predux_min<Packet2d>(const Packet2d& a) { - return pfirst(_mm_min_sd(a, _mm_unpackhi_pd(a,a))); + return pfirst<Packet2d>(_mm_min_sd(a, _mm_unpackhi_pd(a,a))); } template<> EIGEN_STRONG_INLINE int predux_min<Packet4i>(const Packet4i& a) { #ifdef EIGEN_VECTORIZE_SSE4_1 Packet4i tmp = _mm_min_epi32(a, _mm_shuffle_epi32(a, _MM_SHUFFLE(0,0,3,2))); - return pfirst(_mm_min_epi32(tmp,_mm_shuffle_epi32(tmp, 1))); + return pfirst<Packet4i>(_mm_min_epi32(tmp,_mm_shuffle_epi32(tmp, 1))); #else // 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 pstore !!) @@ -522,17 +654,17 @@ template<> EIGEN_STRONG_INLINE int predux_min<Packet4i>(const Packet4i& a) template<> EIGEN_STRONG_INLINE float predux_max<Packet4f>(const Packet4f& a) { Packet4f tmp = _mm_max_ps(a, _mm_movehl_ps(a,a)); - return pfirst(_mm_max_ss(tmp, _mm_shuffle_ps(tmp,tmp, 1))); + return pfirst<Packet4f>(_mm_max_ss(tmp, _mm_shuffle_ps(tmp,tmp, 1))); } template<> EIGEN_STRONG_INLINE double predux_max<Packet2d>(const Packet2d& a) { - return pfirst(_mm_max_sd(a, _mm_unpackhi_pd(a,a))); + return pfirst<Packet2d>(_mm_max_sd(a, _mm_unpackhi_pd(a,a))); } template<> EIGEN_STRONG_INLINE int predux_max<Packet4i>(const Packet4i& a) { #ifdef EIGEN_VECTORIZE_SSE4_1 Packet4i tmp = _mm_max_epi32(a, _mm_shuffle_epi32(a, _MM_SHUFFLE(0,0,3,2))); - return pfirst(_mm_max_epi32(tmp,_mm_shuffle_epi32(tmp, 1))); + return pfirst<Packet4i>(_mm_max_epi32(tmp,_mm_shuffle_epi32(tmp, 1))); #else // 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 pstore !!) @@ -652,6 +784,31 @@ struct palign_impl<Offset,Packet2d> }; #endif +EIGEN_DEVICE_FUNC inline void +ptranspose(PacketBlock<Packet4f,4>& kernel) { + _MM_TRANSPOSE4_PS(kernel.packet[0], kernel.packet[1], kernel.packet[2], kernel.packet[3]); +} + +EIGEN_DEVICE_FUNC inline void +ptranspose(PacketBlock<Packet2d,2>& kernel) { + __m128d tmp = _mm_unpackhi_pd(kernel.packet[0], kernel.packet[1]); + kernel.packet[0] = _mm_unpacklo_pd(kernel.packet[0], kernel.packet[1]); + kernel.packet[1] = tmp; +} + +EIGEN_DEVICE_FUNC inline void +ptranspose(PacketBlock<Packet4i,4>& kernel) { + __m128i T0 = _mm_unpacklo_epi32(kernel.packet[0], kernel.packet[1]); + __m128i T1 = _mm_unpacklo_epi32(kernel.packet[2], kernel.packet[3]); + __m128i T2 = _mm_unpackhi_epi32(kernel.packet[0], kernel.packet[1]); + __m128i T3 = _mm_unpackhi_epi32(kernel.packet[2], kernel.packet[3]); + + kernel.packet[0] = _mm_unpacklo_epi64(T0, T1); + kernel.packet[1] = _mm_unpackhi_epi64(T0, T1); + kernel.packet[2] = _mm_unpacklo_epi64(T2, T3); + kernel.packet[3] = _mm_unpackhi_epi64(T2, T3); +} + } // end namespace internal } // end namespace Eigen |