arch/ZVector/MathFunctions.h
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1 // This file is part of Eigen, a lightweight C++ template library
2 // for linear algebra.
3 //
4 // Copyright (C) 2007 Julien Pommier
5 // Copyright (C) 2009 Gael Guennebaud <gael.guennebaud@inria.fr>
6 // Copyright (C) 2016 Konstantinos Margaritis <markos@freevec.org>
7 //
8 // This Source Code Form is subject to the terms of the Mozilla
9 // Public License v. 2.0. If a copy of the MPL was not distributed
10 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
11 
12 /* The sin, cos, exp, and log functions of this file come from
13  * Julien Pommier's sse math library: http://gruntthepeon.free.fr/ssemath/
14  */
15 
16 #ifndef EIGEN_MATH_FUNCTIONS_ZVECTOR_H
17 #define EIGEN_MATH_FUNCTIONS_ZVECTOR_H
18 
19 // IWYU pragma: private
20 #include "../../InternalHeaderCheck.h"
21 
22 namespace Eigen {
23 
24 namespace internal {
25 
26 #if !defined(__ARCH__) || (defined(__ARCH__) && __ARCH__ >= 12)
29 static EIGEN_DECLARE_CONST_Packet4i(0x7f, 0x7f);
31 
32 static EIGEN_DECLARE_CONST_Packet4f_FROM_INT(inv_mant_mask, ~0x7f800000);
33 
34 /* the smallest non denormalized float number */
35 static EIGEN_DECLARE_CONST_Packet4f_FROM_INT(min_norm_pos, 0x00800000);
36 static EIGEN_DECLARE_CONST_Packet4f_FROM_INT(minus_inf, 0xff800000); // -1.f/0.f
37 static EIGEN_DECLARE_CONST_Packet4f_FROM_INT(minus_nan, 0xffffffff);
38 
39 /* natural logarithm computed for 4 simultaneous float
40  return NaN for x <= 0
41 */
42 static EIGEN_DECLARE_CONST_Packet4f(cephes_SQRTHF, 0.707106781186547524f);
43 static EIGEN_DECLARE_CONST_Packet4f(cephes_log_p0, 7.0376836292E-2f);
44 static EIGEN_DECLARE_CONST_Packet4f(cephes_log_p1, -1.1514610310E-1f);
45 static EIGEN_DECLARE_CONST_Packet4f(cephes_log_p2, 1.1676998740E-1f);
46 static EIGEN_DECLARE_CONST_Packet4f(cephes_log_p3, -1.2420140846E-1f);
47 static EIGEN_DECLARE_CONST_Packet4f(cephes_log_p4, +1.4249322787E-1f);
48 static EIGEN_DECLARE_CONST_Packet4f(cephes_log_p5, -1.6668057665E-1f);
49 static EIGEN_DECLARE_CONST_Packet4f(cephes_log_p6, +2.0000714765E-1f);
50 static EIGEN_DECLARE_CONST_Packet4f(cephes_log_p7, -2.4999993993E-1f);
51 static EIGEN_DECLARE_CONST_Packet4f(cephes_log_p8, +3.3333331174E-1f);
52 static EIGEN_DECLARE_CONST_Packet4f(cephes_log_q1, -2.12194440e-4f);
53 static EIGEN_DECLARE_CONST_Packet4f(cephes_log_q2, 0.693359375f);
54 
55 static EIGEN_DECLARE_CONST_Packet4f(exp_hi, 88.3762626647950f);
56 static EIGEN_DECLARE_CONST_Packet4f(exp_lo, -88.3762626647949f);
57 
58 static EIGEN_DECLARE_CONST_Packet4f(cephes_LOG2EF, 1.44269504088896341f);
59 static EIGEN_DECLARE_CONST_Packet4f(cephes_exp_C1, 0.693359375f);
60 static EIGEN_DECLARE_CONST_Packet4f(cephes_exp_C2, -2.12194440e-4f);
61 
62 static EIGEN_DECLARE_CONST_Packet4f(cephes_exp_p0, 1.9875691500E-4f);
63 static EIGEN_DECLARE_CONST_Packet4f(cephes_exp_p1, 1.3981999507E-3f);
64 static EIGEN_DECLARE_CONST_Packet4f(cephes_exp_p2, 8.3334519073E-3f);
65 static EIGEN_DECLARE_CONST_Packet4f(cephes_exp_p3, 4.1665795894E-2f);
66 static EIGEN_DECLARE_CONST_Packet4f(cephes_exp_p4, 1.6666665459E-1f);
67 static EIGEN_DECLARE_CONST_Packet4f(cephes_exp_p5, 5.0000001201E-1f);
68 #endif
69 
73 
74 static EIGEN_DECLARE_CONST_Packet2d(exp_hi, 709.437);
75 static EIGEN_DECLARE_CONST_Packet2d(exp_lo, -709.436139303);
76 
77 static EIGEN_DECLARE_CONST_Packet2d(cephes_LOG2EF, 1.4426950408889634073599);
78 
79 static EIGEN_DECLARE_CONST_Packet2d(cephes_exp_p0, 1.26177193074810590878e-4);
80 static EIGEN_DECLARE_CONST_Packet2d(cephes_exp_p1, 3.02994407707441961300e-2);
81 static EIGEN_DECLARE_CONST_Packet2d(cephes_exp_p2, 9.99999999999999999910e-1);
82 
83 static EIGEN_DECLARE_CONST_Packet2d(cephes_exp_q0, 3.00198505138664455042e-6);
84 static EIGEN_DECLARE_CONST_Packet2d(cephes_exp_q1, 2.52448340349684104192e-3);
85 static EIGEN_DECLARE_CONST_Packet2d(cephes_exp_q2, 2.27265548208155028766e-1);
86 static EIGEN_DECLARE_CONST_Packet2d(cephes_exp_q3, 2.00000000000000000009e0);
87 
88 static EIGEN_DECLARE_CONST_Packet2d(cephes_exp_C1, 0.693145751953125);
89 static EIGEN_DECLARE_CONST_Packet2d(cephes_exp_C2, 1.42860682030941723212e-6);
90 
91 template <>
93  Packet2d x = _x;
94 
95  Packet2d tmp, fx;
96  Packet2l emm0;
97 
98  // clamp x
99  x = pmax(pmin(x, p2d_exp_hi), p2d_exp_lo);
100  /* express exp(x) as exp(g + n*log(2)) */
101  fx = pmadd(p2d_cephes_LOG2EF, x, p2d_half);
102 
103  fx = vec_floor(fx);
104 
105  tmp = pmul(fx, p2d_cephes_exp_C1);
106  Packet2d z = pmul(fx, p2d_cephes_exp_C2);
107  x = psub(x, tmp);
108  x = psub(x, z);
109 
110  Packet2d x2 = pmul(x, x);
111 
112  Packet2d px = p2d_cephes_exp_p0;
113  px = pmadd(px, x2, p2d_cephes_exp_p1);
114  px = pmadd(px, x2, p2d_cephes_exp_p2);
115  px = pmul(px, x);
116 
117  Packet2d qx = p2d_cephes_exp_q0;
118  qx = pmadd(qx, x2, p2d_cephes_exp_q1);
119  qx = pmadd(qx, x2, p2d_cephes_exp_q2);
120  qx = pmadd(qx, x2, p2d_cephes_exp_q3);
121 
122  x = pdiv(px, psub(qx, px));
123  x = pmadd(p2d_2, x, p2d_1);
124 
125  // build 2^n
126  emm0 = vec_ctsl(fx, 0);
127 
128  static const Packet2l p2l_1023 = {1023, 1023};
129  static const Packet2ul p2ul_52 = {52, 52};
130 
131  emm0 = emm0 + p2l_1023;
132  emm0 = emm0 << reinterpret_cast<Packet2l>(p2ul_52);
133 
134  // Altivec's max & min operators just drop silent NaNs. Check NaNs in
135  // inputs and return them unmodified.
136  Packet2ul isnumber_mask = reinterpret_cast<Packet2ul>(vec_cmpeq(_x, _x));
137  return vec_sel(_x, pmax(pmul(x, reinterpret_cast<Packet2d>(emm0)), _x), isnumber_mask);
138 }
139 
140 template <>
142 #if !defined(__ARCH__) || (defined(__ARCH__) && __ARCH__ >= 12)
143  Packet4f x = _x;
144 
145  Packet4f tmp, fx;
146  Packet4i emm0;
147 
148  // clamp x
149  x = pmax(pmin(x, p4f_exp_hi), p4f_exp_lo);
150 
151  // express exp(x) as exp(g + n*log(2))
152  fx = pmadd(x, p4f_cephes_LOG2EF, p4f_half);
153 
154  fx = pfloor(fx);
155 
156  tmp = pmul(fx, p4f_cephes_exp_C1);
157  Packet4f z = pmul(fx, p4f_cephes_exp_C2);
158  x = psub(x, tmp);
159  x = psub(x, z);
160 
161  z = pmul(x, x);
162 
163  Packet4f y = p4f_cephes_exp_p0;
164  y = pmadd(y, x, p4f_cephes_exp_p1);
165  y = pmadd(y, x, p4f_cephes_exp_p2);
166  y = pmadd(y, x, p4f_cephes_exp_p3);
167  y = pmadd(y, x, p4f_cephes_exp_p4);
168  y = pmadd(y, x, p4f_cephes_exp_p5);
169  y = pmadd(y, z, x);
170  y = padd(y, p4f_1);
171 
172  // build 2^n
173  emm0 = (Packet4i){(int)fx[0], (int)fx[1], (int)fx[2], (int)fx[3]};
174  emm0 = emm0 + p4i_0x7f;
175  emm0 = emm0 << reinterpret_cast<Packet4i>(p4i_23);
176 
177  return pmax(pmul(y, reinterpret_cast<Packet4f>(emm0)), _x);
178 #else
179  Packet4f res;
180  res.v4f[0] = pexp<Packet2d>(_x.v4f[0]);
181  res.v4f[1] = pexp<Packet2d>(_x.v4f[1]);
182  return res;
183 #endif
184 }
185 
186 template <>
188  return vec_sqrt(x);
189 }
190 
191 template <>
193  Packet4f res;
194 #if !defined(__ARCH__) || (defined(__ARCH__) && __ARCH__ >= 12)
195  res = vec_sqrt(x);
196 #else
197  res.v4f[0] = psqrt<Packet2d>(x.v4f[0]);
198  res.v4f[1] = psqrt<Packet2d>(x.v4f[1]);
199 #endif
200  return res;
201 }
202 
203 template <>
205  return pset1<Packet2d>(1.0) / psqrt<Packet2d>(x);
206 }
207 
208 template <>
210  Packet4f res;
211 #if !defined(__ARCH__) || (defined(__ARCH__) && __ARCH__ >= 12)
213 #else
214  res.v4f[0] = prsqrt<Packet2d>(x.v4f[0]);
215  res.v4f[1] = prsqrt<Packet2d>(x.v4f[1]);
216 #endif
217  return res;
218 }
219 
220 // Hyperbolic Tangent function.
221 template <>
223  return ptanh_float(x);
224 }
225 
226 } // end namespace internal
227 
228 } // end namespace Eigen
229 
230 #endif // EIGEN_MATH_FUNCTIONS_ZVECTOR_H
#define EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS
Definition: Macros.h:900
cout<< "Here is the matrix m:"<< endl<< m<< endl;Matrix< ptrdiff_t, 3, 1 > res
Definition: PartialRedux_count.cpp:3
RealScalar RealScalar * px
Definition: level1_cplx_impl.h:27
return int(ret)+1
Eigen::Matrix< Scalar, Dynamic, Dynamic, ColMajor > tmp
Definition: level3_impl.h:365
__m128d Packet2d
Definition: LSX/PacketMath.h:36
EIGEN_DEVICE_FUNC Packet padd(const Packet &a, const Packet &b)
Definition: GenericPacketMath.h:318
__vector int Packet4i
Definition: AltiVec/PacketMath.h:34
EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet2d pexp< Packet2d >(const Packet2d &_x)
Definition: arch/MSA/MathFunctions.h:320
EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet4f psqrt< Packet4f >(const Packet4f &x)
Definition: arch/AltiVec/MathFunctions.h:68
static EIGEN_DECLARE_CONST_Packet4f(1, 1.0f)
const Scalar & y
Definition: RandomImpl.h:36
EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet2d prsqrt< Packet2d >(const Packet2d &x)
Definition: arch/ZVector/MathFunctions.h:204
EIGEN_DEVICE_FUNC Packet pdiv(const Packet &a, const Packet &b)
Definition: GenericPacketMath.h:368
static EIGEN_DECLARE_CONST_Packet4f_FROM_INT(inv_mant_mask, ~0x7f800000)
static EIGEN_DECLARE_CONST_Packet4i(0x7f, 0x7f)
EIGEN_DEVICE_FUNC Packet pmax(const Packet &a, const Packet &b)
Definition: GenericPacketMath.h:663
EIGEN_STRONG_INLINE Packet2d pset1< Packet2d >(const double &from)
Definition: LSX/PacketMath.h:503
EIGEN_STRONG_INLINE Packet4f pmadd(const Packet4f &a, const Packet4f &b, const Packet4f &c)
Definition: AltiVec/PacketMath.h:1218
EIGEN_STRONG_INLINE Packet4cf pmul(const Packet4cf &a, const Packet4cf &b)
Definition: AVX/Complex.h:88
EIGEN_DEVICE_FUNC Packet pmin(const Packet &a, const Packet &b)
Definition: GenericPacketMath.h:649
EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet4f ptanh< Packet4f >(const Packet4f &_x)
Definition: arch/MSA/MathFunctions.h:174
EIGEN_STRONG_INLINE Packet4f pset1< Packet4f >(const float &from)
Definition: AltiVec/PacketMath.h:773
EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS T ptanh_float(const T &a_x)
Definition: GenericPacketMathFunctions.h:1155
EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet2d psqrt< Packet2d >(const Packet2d &x)
Definition: arch/SSE/MathFunctions.h:37
EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet4f pexp< Packet4f >(const Packet4f &_x)
Definition: arch/MSA/MathFunctions.h:124
EIGEN_DEVICE_FUNC Packet psub(const Packet &a, const Packet &b)
Definition: GenericPacketMath.h:337
static EIGEN_DECLARE_CONST_Packet2d(1, 1.0)
EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet4f prsqrt< Packet4f >(const Packet4f &x)
Definition: arch/ZVector/MathFunctions.h:209
EIGEN_STRONG_INLINE Packet4f pfloor(const Packet4f &a)
Definition: LSX/PacketMath.h:2537
__vector float Packet4f
Definition: AltiVec/PacketMath.h:33
eigen_packet_wrapper< __m128i, 7 > Packet2ul
Definition: LSX/PacketMath.h:45
Namespace containing all symbols from the Eigen library.
Definition: bench_norm.cpp:70
Vector< double > x2(const Vector< double > &coord)
Cartesian coordinates centered at the point (1.5,1)
Definition: poisson/poisson_with_singularity/two_d_poisson.cc:102
Definition: Eigen_Colamd.h:49
list x
Definition: plotDoE.py:28
Definition: Half.h:139