// This file is part of Eigen, a lightweight C++ template library // for linear algebra. // // Copyright (C) 2016 Pedro Gonnet (pedro.gonnet@gmail.com) // // This Source Code Form is subject to the terms of the Mozilla // Public License v. 2.0. If a copy of the MPL was not distributed // with this file, You can obtain one at http://mozilla.org/MPL/2.0/. #ifndef THIRD_PARTY_EIGEN3_EIGEN_SRC_CORE_ARCH_AVX512_MATHFUNCTIONS_H_ #define THIRD_PARTY_EIGEN3_EIGEN_SRC_CORE_ARCH_AVX512_MATHFUNCTIONS_H_ #include "../../InternalHeaderCheck.h" namespace Eigen { namespace internal { #if EIGEN_HAS_AVX512_MATH #define EIGEN_DECLARE_CONST_Packet16f(NAME, X) \ const Packet16f p16f_##NAME = pset1(X) #define EIGEN_DECLARE_CONST_Packet16f_FROM_INT(NAME, X) \ const Packet16f p16f_##NAME = preinterpret(pset1(X)) #define EIGEN_DECLARE_CONST_Packet8d(NAME, X) \ const Packet8d p8d_##NAME = pset1(X) #define EIGEN_DECLARE_CONST_Packet8d_FROM_INT64(NAME, X) \ const Packet8d p8d_##NAME = _mm512_castsi512_pd(_mm512_set1_epi64(X)) #define EIGEN_DECLARE_CONST_Packet16bf(NAME, X) \ const Packet16bf p16bf_##NAME = pset1(X) #define EIGEN_DECLARE_CONST_Packet16bf_FROM_INT(NAME, X) \ const Packet16bf p16bf_##NAME = preinterpret(pset1(X)) template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f plog(const Packet16f& _x) { return plog_float(_x); } template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet8d plog(const Packet8d& _x) { return plog_double(_x); } F16_PACKET_FUNCTION(Packet16f, Packet16h, plog) BF16_PACKET_FUNCTION(Packet16f, Packet16bf, plog) template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f plog2(const Packet16f& _x) { return plog2_float(_x); } template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet8d plog2(const Packet8d& _x) { return plog2_double(_x); } F16_PACKET_FUNCTION(Packet16f, Packet16h, plog2) BF16_PACKET_FUNCTION(Packet16f, Packet16bf, plog2) // Exponential function. Works by writing "x = m*log(2) + r" where // "m = floor(x/log(2)+1/2)" and "r" is the remainder. The result is then // "exp(x) = 2^m*exp(r)" where exp(r) is in the range [-1,1). template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f pexp(const Packet16f& _x) { EIGEN_DECLARE_CONST_Packet16f(1, 1.0f); EIGEN_DECLARE_CONST_Packet16f(half, 0.5f); EIGEN_DECLARE_CONST_Packet16f(127, 127.0f); EIGEN_DECLARE_CONST_Packet16f(exp_hi, 88.3762626647950f); EIGEN_DECLARE_CONST_Packet16f(exp_lo, -88.3762626647949f); EIGEN_DECLARE_CONST_Packet16f(cephes_LOG2EF, 1.44269504088896341f); EIGEN_DECLARE_CONST_Packet16f(cephes_exp_p0, 1.9875691500E-4f); EIGEN_DECLARE_CONST_Packet16f(cephes_exp_p1, 1.3981999507E-3f); EIGEN_DECLARE_CONST_Packet16f(cephes_exp_p2, 8.3334519073E-3f); EIGEN_DECLARE_CONST_Packet16f(cephes_exp_p3, 4.1665795894E-2f); EIGEN_DECLARE_CONST_Packet16f(cephes_exp_p4, 1.6666665459E-1f); EIGEN_DECLARE_CONST_Packet16f(cephes_exp_p5, 5.0000001201E-1f); // Clamp x. Packet16f x = pmax(pmin(_x, p16f_exp_hi), p16f_exp_lo); // Express exp(x) as exp(m*ln(2) + r), start by extracting // m = floor(x/ln(2) + 0.5). Packet16f m = _mm512_floor_ps(pmadd(x, p16f_cephes_LOG2EF, p16f_half)); // Get r = x - m*ln(2). Note that we can do this without losing more than one // ulp precision due to the FMA instruction. EIGEN_DECLARE_CONST_Packet16f(nln2, -0.6931471805599453f); Packet16f r = _mm512_fmadd_ps(m, p16f_nln2, x); Packet16f r2 = pmul(r, r); Packet16f r3 = pmul(r2, r); // Evaluate the polynomial approximant,improved by instruction-level parallelism. Packet16f y, y1, y2; y = pmadd(p16f_cephes_exp_p0, r, p16f_cephes_exp_p1); y1 = pmadd(p16f_cephes_exp_p3, r, p16f_cephes_exp_p4); y2 = padd(r, p16f_1); y = pmadd(y, r, p16f_cephes_exp_p2); y1 = pmadd(y1, r, p16f_cephes_exp_p5); y = pmadd(y, r3, y1); y = pmadd(y, r2, y2); // Build emm0 = 2^m. Packet16i emm0 = _mm512_cvttps_epi32(padd(m, p16f_127)); emm0 = _mm512_slli_epi32(emm0, 23); // Return 2^m * exp(r). return pmax(pmul(y, _mm512_castsi512_ps(emm0)), _x); } template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet8d pexp(const Packet8d& _x) { return pexp_double(_x); } F16_PACKET_FUNCTION(Packet16f, Packet16h, pexp) BF16_PACKET_FUNCTION(Packet16f, Packet16bf, pexp) template <> EIGEN_STRONG_INLINE Packet16h pfrexp(const Packet16h& a, Packet16h& exponent) { Packet16f fexponent; const Packet16h out = float2half(pfrexp(half2float(a), fexponent)); exponent = float2half(fexponent); return out; } template <> EIGEN_STRONG_INLINE Packet16h pldexp(const Packet16h& a, const Packet16h& exponent) { return float2half(pldexp(half2float(a), half2float(exponent))); } template <> EIGEN_STRONG_INLINE Packet16bf pfrexp(const Packet16bf& a, Packet16bf& exponent) { Packet16f fexponent; const Packet16bf out = F32ToBf16(pfrexp(Bf16ToF32(a), fexponent)); exponent = F32ToBf16(fexponent); return out; } template <> EIGEN_STRONG_INLINE Packet16bf pldexp(const Packet16bf& a, const Packet16bf& exponent) { return F32ToBf16(pldexp(Bf16ToF32(a), Bf16ToF32(exponent))); } #if EIGEN_FAST_MATH template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f psqrt(const Packet16f& _x) { return generic_sqrt_newton_step::run(_x, _mm512_rsqrt14_ps(_x)); } template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet8d psqrt(const Packet8d& _x) { // Double requires 2 Newton-Raphson steps for convergence. return generic_sqrt_newton_step::run(_x, _mm512_rsqrt14_pd(_x)); } #else template <> EIGEN_STRONG_INLINE Packet16f psqrt(const Packet16f& x) { return _mm512_sqrt_ps(x); } template <> EIGEN_STRONG_INLINE Packet8d psqrt(const Packet8d& x) { return _mm512_sqrt_pd(x); } #endif F16_PACKET_FUNCTION(Packet16f, Packet16h, psqrt) BF16_PACKET_FUNCTION(Packet16f, Packet16bf, psqrt) // prsqrt for float. #if defined(EIGEN_VECTORIZE_AVX512ER) template <> EIGEN_STRONG_INLINE Packet16f prsqrt(const Packet16f& x) { return _mm512_rsqrt28_ps(x); } #elif EIGEN_FAST_MATH template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f prsqrt(const Packet16f& _x) { return generic_rsqrt_newton_step::run(_x, _mm512_rsqrt14_ps(_x)); } #endif F16_PACKET_FUNCTION(Packet16f, Packet16h, prsqrt) BF16_PACKET_FUNCTION(Packet16f, Packet16bf, prsqrt) // prsqrt for double. #if EIGEN_FAST_MATH template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet8d prsqrt(const Packet8d& _x) { #ifdef EIGEN_VECTORIZE_AVX512ER return generic_rsqrt_newton_step::run(_x, _mm512_rsqrt28_pd(_x)); #else return generic_rsqrt_newton_step::run(_x, _mm512_rsqrt14_pd(_x)); #endif } template<> EIGEN_STRONG_INLINE Packet16f preciprocal(const Packet16f& a) { #ifdef EIGEN_VECTORIZE_AVX512ER return _mm512_rcp28_ps(a); #else return generic_reciprocal_newton_step::run(a, _mm512_rcp14_ps(a)); #endif } F16_PACKET_FUNCTION(Packet16f, Packet16h, preciprocal) BF16_PACKET_FUNCTION(Packet16f, Packet16bf, preciprocal) #endif template<> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f plog1p(const Packet16f& _x) { return generic_plog1p(_x); } F16_PACKET_FUNCTION(Packet16f, Packet16h, plog1p) BF16_PACKET_FUNCTION(Packet16f, Packet16bf, plog1p) template<> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f pexpm1(const Packet16f& _x) { return generic_expm1(_x); } F16_PACKET_FUNCTION(Packet16f, Packet16h, pexpm1) BF16_PACKET_FUNCTION(Packet16f, Packet16bf, pexpm1) #endif // EIGEN_HAS_AVX512_MATH template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f psin(const Packet16f& _x) { return psin_float(_x); } template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f pcos(const Packet16f& _x) { return pcos_float(_x); } template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f pacos(const Packet16f& _x) { return pacos_float(_x); } template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f pasin(const Packet16f& _x) { return pasin_float(_x); } template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f patan(const Packet16f& _x) { return patan_float(_x); } template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f patanh(const Packet16f& _x) { return patanh_float(_x); } template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet8d patan(const Packet8d& _x) { return patan_double(_x); } template <> EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet16f ptanh(const Packet16f& _x) { return internal::generic_fast_tanh_float(_x); } F16_PACKET_FUNCTION(Packet16f, Packet16h, psin) F16_PACKET_FUNCTION(Packet16f, Packet16h, pcos) F16_PACKET_FUNCTION(Packet16f, Packet16h, ptanh) BF16_PACKET_FUNCTION(Packet16f, Packet16bf, psin) BF16_PACKET_FUNCTION(Packet16f, Packet16bf, pcos) BF16_PACKET_FUNCTION(Packet16f, Packet16bf, ptanh) } // end namespace internal } // end namespace Eigen #endif // THIRD_PARTY_EIGEN3_EIGEN_SRC_CORE_ARCH_AVX512_MATHFUNCTIONS_H_