AVX/Complex.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) 2014 Benoit Steiner (benoit.steiner.goog@gmail.com)
5 //
6 // This Source Code Form is subject to the terms of the Mozilla
7 // Public License v. 2.0. If a copy of the MPL was not distributed
8 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
9 
10 #ifndef EIGEN_COMPLEX_AVX_H
11 #define EIGEN_COMPLEX_AVX_H
12 
13 // IWYU pragma: private
14 #include "../../InternalHeaderCheck.h"
15 
16 namespace Eigen {
17 
18 namespace internal {
19 
20 //---------- float ----------
21 struct Packet4cf {
23  EIGEN_STRONG_INLINE explicit Packet4cf(const __m256& a) : v(a) {}
24  __m256 v;
25 };
26 
27 #ifndef EIGEN_VECTORIZE_AVX512
28 template <>
29 struct packet_traits<std::complex<float> > : default_packet_traits {
30  typedef Packet4cf type;
31  typedef Packet2cf half;
32  enum {
33  Vectorizable = 1,
34  AlignedOnScalar = 1,
35  size = 4,
36 
37  HasAdd = 1,
38  HasSub = 1,
39  HasMul = 1,
40  HasDiv = 1,
41  HasNegate = 1,
42  HasSqrt = 1,
43  HasLog = 1,
44  HasExp = 1,
45  HasAbs = 0,
46  HasAbs2 = 0,
47  HasMin = 0,
48  HasMax = 0,
49  HasSetLinear = 0
50  };
51 };
52 #endif
53 
54 template <>
56  typedef std::complex<float> type;
57  typedef Packet2cf half;
58  typedef Packet8f as_real;
59  enum {
60  size = 4,
62  vectorizable = true,
65  };
66 };
67 
68 template <>
70  return Packet4cf(_mm256_add_ps(a.v, b.v));
71 }
72 template <>
74  return Packet4cf(_mm256_sub_ps(a.v, b.v));
75 }
76 template <>
78  return Packet4cf(pnegate(a.v));
79 }
80 template <>
82  const __m256 mask = _mm256_castsi256_ps(_mm256_setr_epi32(0x00000000, 0x80000000, 0x00000000, 0x80000000, 0x00000000,
83  0x80000000, 0x00000000, 0x80000000));
84  return Packet4cf(_mm256_xor_ps(a.v, mask));
85 }
86 
87 template <>
89  __m256 tmp1 = _mm256_mul_ps(_mm256_movehdup_ps(a.v), _mm256_permute_ps(b.v, _MM_SHUFFLE(2, 3, 0, 1)));
90  __m256 tmp2 = _mm256_moveldup_ps(a.v);
91 #ifdef EIGEN_VECTORIZE_FMA
92  __m256 result = _mm256_fmaddsub_ps(tmp2, b.v, tmp1);
93 #else
94  __m256 result = _mm256_addsub_ps(_mm256_mul_ps(tmp2, b.v), tmp1);
95 #endif
96  return Packet4cf(result);
97 }
98 
99 template <>
101  __m256 eq = _mm256_cmp_ps(a.v, b.v, _CMP_EQ_OQ);
102  return Packet4cf(_mm256_and_ps(eq, _mm256_permute_ps(eq, 0xb1)));
103 }
104 
105 template <>
107  return Packet4cf(ptrue(Packet8f(a.v)));
108 }
109 template <>
111  return Packet4cf(_mm256_and_ps(a.v, b.v));
112 }
113 template <>
115  return Packet4cf(_mm256_or_ps(a.v, b.v));
116 }
117 template <>
119  return Packet4cf(_mm256_xor_ps(a.v, b.v));
120 }
121 template <>
123  return Packet4cf(_mm256_andnot_ps(b.v, a.v));
124 }
125 
126 template <>
127 EIGEN_STRONG_INLINE Packet4cf pload<Packet4cf>(const std::complex<float>* from) {
128  EIGEN_DEBUG_ALIGNED_LOAD return Packet4cf(_mm256_load_ps(&numext::real_ref(*from)));
129 }
130 template <>
131 EIGEN_STRONG_INLINE Packet4cf ploadu<Packet4cf>(const std::complex<float>* from) {
132  EIGEN_DEBUG_UNALIGNED_LOAD return Packet4cf(_mm256_loadu_ps(&numext::real_ref(*from)));
133 }
134 
135 template <>
136 EIGEN_STRONG_INLINE Packet4cf pset1<Packet4cf>(const std::complex<float>& from) {
137  const float re = std::real(from);
138  const float im = std::imag(from);
139  return Packet4cf(_mm256_set_ps(im, re, im, re, im, re, im, re));
140 }
141 
142 template <>
143 EIGEN_STRONG_INLINE Packet4cf ploaddup<Packet4cf>(const std::complex<float>* from) {
144  // FIXME The following might be optimized using _mm256_movedup_pd
146  Packet2cf b = ploaddup<Packet2cf>(from + 1);
147  return Packet4cf(_mm256_insertf128_ps(_mm256_castps128_ps256(a.v), b.v, 1));
148 }
149 
150 template <>
151 EIGEN_STRONG_INLINE void pstore<std::complex<float> >(std::complex<float>* to, const Packet4cf& from) {
152  EIGEN_DEBUG_ALIGNED_STORE _mm256_store_ps(&numext::real_ref(*to), from.v);
153 }
154 template <>
155 EIGEN_STRONG_INLINE void pstoreu<std::complex<float> >(std::complex<float>* to, const Packet4cf& from) {
156  EIGEN_DEBUG_UNALIGNED_STORE _mm256_storeu_ps(&numext::real_ref(*to), from.v);
157 }
158 
159 template <>
160 EIGEN_DEVICE_FUNC inline Packet4cf pgather<std::complex<float>, Packet4cf>(const std::complex<float>* from,
161  Index stride) {
162  return Packet4cf(_mm256_set_ps(std::imag(from[3 * stride]), std::real(from[3 * stride]), std::imag(from[2 * stride]),
163  std::real(from[2 * stride]), std::imag(from[1 * stride]), std::real(from[1 * stride]),
164  std::imag(from[0 * stride]), std::real(from[0 * stride])));
165 }
166 
167 template <>
168 EIGEN_DEVICE_FUNC inline void pscatter<std::complex<float>, Packet4cf>(std::complex<float>* to, const Packet4cf& from,
169  Index stride) {
170  __m128 low = _mm256_extractf128_ps(from.v, 0);
171  to[stride * 0] =
172  std::complex<float>(_mm_cvtss_f32(_mm_shuffle_ps(low, low, 0)), _mm_cvtss_f32(_mm_shuffle_ps(low, low, 1)));
173  to[stride * 1] =
174  std::complex<float>(_mm_cvtss_f32(_mm_shuffle_ps(low, low, 2)), _mm_cvtss_f32(_mm_shuffle_ps(low, low, 3)));
175 
176  __m128 high = _mm256_extractf128_ps(from.v, 1);
177  to[stride * 2] =
178  std::complex<float>(_mm_cvtss_f32(_mm_shuffle_ps(high, high, 0)), _mm_cvtss_f32(_mm_shuffle_ps(high, high, 1)));
179  to[stride * 3] =
180  std::complex<float>(_mm_cvtss_f32(_mm_shuffle_ps(high, high, 2)), _mm_cvtss_f32(_mm_shuffle_ps(high, high, 3)));
181 }
182 
183 template <>
184 EIGEN_STRONG_INLINE std::complex<float> pfirst<Packet4cf>(const Packet4cf& a) {
185  return pfirst(Packet2cf(_mm256_castps256_ps128(a.v)));
186 }
187 
188 template <>
190  __m128 low = _mm256_extractf128_ps(a.v, 0);
191  __m128 high = _mm256_extractf128_ps(a.v, 1);
192  __m128d lowd = _mm_castps_pd(low);
193  __m128d highd = _mm_castps_pd(high);
194  low = _mm_castpd_ps(_mm_shuffle_pd(lowd, lowd, 0x1));
195  high = _mm_castpd_ps(_mm_shuffle_pd(highd, highd, 0x1));
196  __m256 result = _mm256_setzero_ps();
197  result = _mm256_insertf128_ps(result, low, 1);
198  result = _mm256_insertf128_ps(result, high, 0);
199  return Packet4cf(result);
200 }
201 
202 template <>
203 EIGEN_STRONG_INLINE std::complex<float> predux<Packet4cf>(const Packet4cf& a) {
204  return predux(padd(Packet2cf(_mm256_extractf128_ps(a.v, 0)), Packet2cf(_mm256_extractf128_ps(a.v, 1))));
205 }
206 
207 template <>
209  return predux_mul(pmul(Packet2cf(_mm256_extractf128_ps(a.v, 0)), Packet2cf(_mm256_extractf128_ps(a.v, 1))));
210 }
211 
213 
214 template <>
216  return pdiv_complex(a, b);
217 }
218 
219 template <>
221  return Packet4cf(_mm256_shuffle_ps(x.v, x.v, _MM_SHUFFLE(2, 3, 0, 1)));
222 }
223 
224 //---------- double ----------
225 struct Packet2cd {
227  EIGEN_STRONG_INLINE explicit Packet2cd(const __m256d& a) : v(a) {}
228  __m256d v;
229 };
230 
231 #ifndef EIGEN_VECTORIZE_AVX512
232 template <>
233 struct packet_traits<std::complex<double> > : default_packet_traits {
234  typedef Packet2cd type;
235  typedef Packet1cd half;
236  enum {
239  size = 2,
240 
241  HasAdd = 1,
242  HasSub = 1,
243  HasMul = 1,
244  HasDiv = 1,
246  HasSqrt = 1,
247  HasLog = 1,
248  HasAbs = 0,
249  HasAbs2 = 0,
250  HasMin = 0,
251  HasMax = 0,
252  HasSetLinear = 0
253  };
254 };
255 #endif
256 
257 template <>
259  typedef std::complex<double> type;
260  typedef Packet1cd half;
261  typedef Packet4d as_real;
262  enum {
263  size = 2,
265  vectorizable = true,
267  masked_store_available = false
268  };
269 };
270 
271 template <>
273  return Packet2cd(_mm256_add_pd(a.v, b.v));
274 }
275 template <>
277  return Packet2cd(_mm256_sub_pd(a.v, b.v));
278 }
279 template <>
281  return Packet2cd(pnegate(a.v));
282 }
283 template <>
285  const __m256d mask = _mm256_castsi256_pd(_mm256_set_epi32(0x80000000, 0x0, 0x0, 0x0, 0x80000000, 0x0, 0x0, 0x0));
286  return Packet2cd(_mm256_xor_pd(a.v, mask));
287 }
288 
289 template <>
291  __m256d tmp1 = _mm256_mul_pd(_mm256_permute_pd(a.v, 0xF), _mm256_permute_pd(b.v, 0x5));
292  __m256d tmp2 = _mm256_movedup_pd(a.v);
293 #ifdef EIGEN_VECTORIZE_FMA
294  __m256d result = _mm256_fmaddsub_pd(tmp2, b.v, tmp1);
295 #else
296  __m256d result = _mm256_addsub_pd(_mm256_mul_pd(tmp2, b.v), tmp1);
297 #endif
298  return Packet2cd(result);
299 }
300 
301 template <>
303  __m256d eq = _mm256_cmp_pd(a.v, b.v, _CMP_EQ_OQ);
304  return Packet2cd(pand(eq, _mm256_permute_pd(eq, 0x5)));
305 }
306 
307 template <>
309  return Packet2cd(ptrue(Packet4d(a.v)));
310 }
311 template <>
313  return Packet2cd(_mm256_and_pd(a.v, b.v));
314 }
315 template <>
317  return Packet2cd(_mm256_or_pd(a.v, b.v));
318 }
319 template <>
321  return Packet2cd(_mm256_xor_pd(a.v, b.v));
322 }
323 template <>
325  return Packet2cd(_mm256_andnot_pd(b.v, a.v));
326 }
327 
328 template <>
329 EIGEN_STRONG_INLINE Packet2cd pload<Packet2cd>(const std::complex<double>* from) {
330  EIGEN_DEBUG_ALIGNED_LOAD return Packet2cd(_mm256_load_pd((const double*)from));
331 }
332 template <>
333 EIGEN_STRONG_INLINE Packet2cd ploadu<Packet2cd>(const std::complex<double>* from) {
334  EIGEN_DEBUG_UNALIGNED_LOAD return Packet2cd(_mm256_loadu_pd((const double*)from));
335 }
336 
337 template <>
338 EIGEN_STRONG_INLINE Packet2cd pset1<Packet2cd>(const std::complex<double>& from) {
339  // in case casting to a __m128d* is really not safe, then we can still fallback to this version: (much slower though)
340  // return Packet2cd(_mm256_loadu2_m128d((const double*)&from,(const double*)&from));
341  return Packet2cd(_mm256_broadcast_pd((const __m128d*)(const void*)&from));
342 }
343 
344 template <>
345 EIGEN_STRONG_INLINE Packet2cd ploaddup<Packet2cd>(const std::complex<double>* from) {
346  return pset1<Packet2cd>(*from);
347 }
348 
349 template <>
350 EIGEN_STRONG_INLINE void pstore<std::complex<double> >(std::complex<double>* to, const Packet2cd& from) {
351  EIGEN_DEBUG_ALIGNED_STORE _mm256_store_pd((double*)to, from.v);
352 }
353 template <>
354 EIGEN_STRONG_INLINE void pstoreu<std::complex<double> >(std::complex<double>* to, const Packet2cd& from) {
355  EIGEN_DEBUG_UNALIGNED_STORE _mm256_storeu_pd((double*)to, from.v);
356 }
357 
358 template <>
359 EIGEN_DEVICE_FUNC inline Packet2cd pgather<std::complex<double>, Packet2cd>(const std::complex<double>* from,
360  Index stride) {
361  return Packet2cd(_mm256_set_pd(std::imag(from[1 * stride]), std::real(from[1 * stride]), std::imag(from[0 * stride]),
362  std::real(from[0 * stride])));
363 }
364 
365 template <>
366 EIGEN_DEVICE_FUNC inline void pscatter<std::complex<double>, Packet2cd>(std::complex<double>* to, const Packet2cd& from,
367  Index stride) {
368  __m128d low = _mm256_extractf128_pd(from.v, 0);
369  to[stride * 0] = std::complex<double>(_mm_cvtsd_f64(low), _mm_cvtsd_f64(_mm_shuffle_pd(low, low, 1)));
370  __m128d high = _mm256_extractf128_pd(from.v, 1);
371  to[stride * 1] = std::complex<double>(_mm_cvtsd_f64(high), _mm_cvtsd_f64(_mm_shuffle_pd(high, high, 1)));
372 }
373 
374 template <>
375 EIGEN_STRONG_INLINE std::complex<double> pfirst<Packet2cd>(const Packet2cd& a) {
376  __m128d low = _mm256_extractf128_pd(a.v, 0);
377  EIGEN_ALIGN16 double res[2];
378  _mm_store_pd(res, low);
379  return std::complex<double>(res[0], res[1]);
380 }
381 
382 template <>
384  __m256d result = _mm256_permute2f128_pd(a.v, a.v, 1);
385  return Packet2cd(result);
386 }
387 
388 template <>
389 EIGEN_STRONG_INLINE std::complex<double> predux<Packet2cd>(const Packet2cd& a) {
390  return predux(padd(Packet1cd(_mm256_extractf128_pd(a.v, 0)), Packet1cd(_mm256_extractf128_pd(a.v, 1))));
391 }
392 
393 template <>
394 EIGEN_STRONG_INLINE std::complex<double> predux_mul<Packet2cd>(const Packet2cd& a) {
395  return predux(pmul(Packet1cd(_mm256_extractf128_pd(a.v, 0)), Packet1cd(_mm256_extractf128_pd(a.v, 1))));
396 }
397 
399 
400 template <>
402  return pdiv_complex(a, b);
403 }
404 
405 template <>
407  return Packet2cd(_mm256_shuffle_pd(x.v, x.v, 0x5));
408 }
409 
411  __m256d P0 = _mm256_castps_pd(kernel.packet[0].v);
412  __m256d P1 = _mm256_castps_pd(kernel.packet[1].v);
413  __m256d P2 = _mm256_castps_pd(kernel.packet[2].v);
414  __m256d P3 = _mm256_castps_pd(kernel.packet[3].v);
415 
416  __m256d T0 = _mm256_shuffle_pd(P0, P1, 15);
417  __m256d T1 = _mm256_shuffle_pd(P0, P1, 0);
418  __m256d T2 = _mm256_shuffle_pd(P2, P3, 15);
419  __m256d T3 = _mm256_shuffle_pd(P2, P3, 0);
420 
421  kernel.packet[1].v = _mm256_castpd_ps(_mm256_permute2f128_pd(T0, T2, 32));
422  kernel.packet[3].v = _mm256_castpd_ps(_mm256_permute2f128_pd(T0, T2, 49));
423  kernel.packet[0].v = _mm256_castpd_ps(_mm256_permute2f128_pd(T1, T3, 32));
424  kernel.packet[2].v = _mm256_castpd_ps(_mm256_permute2f128_pd(T1, T3, 49));
425 }
426 
428  __m256d tmp = _mm256_permute2f128_pd(kernel.packet[0].v, kernel.packet[1].v, 0 + (2 << 4));
429  kernel.packet[1].v = _mm256_permute2f128_pd(kernel.packet[0].v, kernel.packet[1].v, 1 + (3 << 4));
430  kernel.packet[0].v = tmp;
431 }
432 
433 template <>
435  return psqrt_complex<Packet2cd>(a);
436 }
437 
438 template <>
440  return psqrt_complex<Packet4cf>(a);
441 }
442 
443 template <>
445  return plog_complex<Packet2cd>(a);
446 }
447 
448 template <>
450  return plog_complex<Packet4cf>(a);
451 }
452 
453 template <>
455  return pexp_complex<Packet4cf>(a);
456 }
457 
458 #ifdef EIGEN_VECTORIZE_FMA
459 // std::complex<float>
460 template <>
461 EIGEN_STRONG_INLINE Packet4cf pmadd(const Packet4cf& a, const Packet4cf& b, const Packet4cf& c) {
462  __m256 a_odd = _mm256_movehdup_ps(a.v);
463  __m256 a_even = _mm256_moveldup_ps(a.v);
464  __m256 b_swap = _mm256_permute_ps(b.v, _MM_SHUFFLE(2, 3, 0, 1));
465  __m256 result = _mm256_fmaddsub_ps(a_even, b.v, _mm256_fmaddsub_ps(a_odd, b_swap, c.v));
466  return Packet4cf(result);
467 }
468 template <>
469 EIGEN_STRONG_INLINE Packet4cf pmsub(const Packet4cf& a, const Packet4cf& b, const Packet4cf& c) {
470  __m256 a_odd = _mm256_movehdup_ps(a.v);
471  __m256 a_even = _mm256_moveldup_ps(a.v);
472  __m256 b_swap = _mm256_permute_ps(b.v, _MM_SHUFFLE(2, 3, 0, 1));
473  __m256 result = _mm256_fmaddsub_ps(a_even, b.v, _mm256_fmsubadd_ps(a_odd, b_swap, c.v));
474  return Packet4cf(result);
475 }
476 template <>
477 EIGEN_STRONG_INLINE Packet4cf pnmadd(const Packet4cf& a, const Packet4cf& b, const Packet4cf& c) {
478  __m256 a_odd = _mm256_movehdup_ps(a.v);
479  __m256 a_even = _mm256_moveldup_ps(a.v);
480  __m256 b_swap = _mm256_permute_ps(b.v, _MM_SHUFFLE(2, 3, 0, 1));
481  __m256 result = _mm256_fmaddsub_ps(a_odd, b_swap, _mm256_fmaddsub_ps(a_even, b.v, c.v));
482  return Packet4cf(result);
483 }
484 template <>
485 EIGEN_STRONG_INLINE Packet4cf pnmsub(const Packet4cf& a, const Packet4cf& b, const Packet4cf& c) {
486  __m256 a_odd = _mm256_movehdup_ps(a.v);
487  __m256 a_even = _mm256_moveldup_ps(a.v);
488  __m256 b_swap = _mm256_permute_ps(b.v, _MM_SHUFFLE(2, 3, 0, 1));
489  __m256 result = _mm256_fmaddsub_ps(a_odd, b_swap, _mm256_fmsubadd_ps(a_even, b.v, c.v));
490  return Packet4cf(result);
491 }
492 // std::complex<double>
493 template <>
494 EIGEN_STRONG_INLINE Packet2cd pmadd(const Packet2cd& a, const Packet2cd& b, const Packet2cd& c) {
495  __m256d a_odd = _mm256_permute_pd(a.v, 0xF);
496  __m256d a_even = _mm256_movedup_pd(a.v);
497  __m256d b_swap = _mm256_permute_pd(b.v, 0x5);
498  __m256d result = _mm256_fmaddsub_pd(a_even, b.v, _mm256_fmaddsub_pd(a_odd, b_swap, c.v));
499  return Packet2cd(result);
500 }
501 template <>
502 EIGEN_STRONG_INLINE Packet2cd pmsub(const Packet2cd& a, const Packet2cd& b, const Packet2cd& c) {
503  __m256d a_odd = _mm256_permute_pd(a.v, 0xF);
504  __m256d a_even = _mm256_movedup_pd(a.v);
505  __m256d b_swap = _mm256_permute_pd(b.v, 0x5);
506  __m256d result = _mm256_fmaddsub_pd(a_even, b.v, _mm256_fmsubadd_pd(a_odd, b_swap, c.v));
507  return Packet2cd(result);
508 }
509 template <>
510 EIGEN_STRONG_INLINE Packet2cd pnmadd(const Packet2cd& a, const Packet2cd& b, const Packet2cd& c) {
511  __m256d a_odd = _mm256_permute_pd(a.v, 0xF);
512  __m256d a_even = _mm256_movedup_pd(a.v);
513  __m256d b_swap = _mm256_permute_pd(b.v, 0x5);
514  __m256d result = _mm256_fmaddsub_pd(a_odd, b_swap, _mm256_fmaddsub_pd(a_even, b.v, c.v));
515  return Packet2cd(result);
516 }
517 template <>
518 EIGEN_STRONG_INLINE Packet2cd pnmsub(const Packet2cd& a, const Packet2cd& b, const Packet2cd& c) {
519  __m256d a_odd = _mm256_permute_pd(a.v, 0xF);
520  __m256d a_even = _mm256_movedup_pd(a.v);
521  __m256d b_swap = _mm256_permute_pd(b.v, 0x5);
522  __m256d result = _mm256_fmaddsub_pd(a_odd, b_swap, _mm256_fmsubadd_pd(a_even, b.v, c.v));
523  return Packet2cd(result);
524 }
525 #endif
526 } // end namespace internal
527 
528 } // end namespace Eigen
529 
530 #endif // EIGEN_COMPLEX_AVX_H
AnnoyingScalar imag(const AnnoyingScalar &)
Definition: AnnoyingScalar.h:132
#define EIGEN_ALIGN16
Definition: ConfigureVectorization.h:142
#define EIGEN_MAKE_CONJ_HELPER_CPLX_REAL(PACKET_CPLX, PACKET_REAL)
Definition: ConjHelper.h:14
#define EIGEN_DEBUG_ALIGNED_STORE
Definition: GenericPacketMath.h:38
#define EIGEN_DEBUG_ALIGNED_LOAD
Definition: GenericPacketMath.h:30
#define EIGEN_DEBUG_UNALIGNED_STORE
Definition: GenericPacketMath.h:42
#define EIGEN_DEBUG_UNALIGNED_LOAD
Definition: GenericPacketMath.h:34
#define EIGEN_DEVICE_FUNC
Definition: Macros.h:892
#define EIGEN_STRONG_INLINE
Definition: Macros.h:834
cout<< "Here is the matrix m:"<< endl<< m<< endl;Matrix< ptrdiff_t, 3, 1 > res
Definition: PartialRedux_count.cpp:3
Scalar * b
Definition: benchVecAdd.cpp:17
float real
Definition: datatypes.h:10
@ Aligned32
Definition: Constants.h:238
const Scalar * a
Definition: level2_cplx_impl.h:32
Eigen::Matrix< Scalar, Dynamic, Dynamic, ColMajor > tmp
Definition: level3_impl.h:365
EIGEN_STRONG_INLINE Packet2cf pconj(const Packet2cf &a)
Definition: AltiVec/Complex.h:268
EIGEN_STRONG_INLINE Packet4cf ploadu< Packet4cf >(const std::complex< float > *from)
Definition: AVX/Complex.h:131
EIGEN_DEVICE_FUNC Packet padd(const Packet &a, const Packet &b)
Definition: GenericPacketMath.h:318
EIGEN_STRONG_INLINE std::complex< double > predux_mul< Packet2cd >(const Packet2cd &a)
Definition: AVX/Complex.h:394
EIGEN_STRONG_INLINE Packet2cd pcplxflip< Packet2cd >(const Packet2cd &x)
Definition: AVX/Complex.h:406
EIGEN_STRONG_INLINE Packet4cf psub< Packet4cf >(const Packet4cf &a, const Packet4cf &b)
Definition: AVX/Complex.h:73
EIGEN_STRONG_INLINE Packet2cd pset1< Packet2cd >(const std::complex< double > &from)
Definition: AVX/Complex.h:338
EIGEN_STRONG_INLINE Packet2cd ploaddup< Packet2cd >(const std::complex< double > *from)
Definition: AVX/Complex.h:345
EIGEN_STRONG_INLINE Packet2cd psqrt< Packet2cd >(const Packet2cd &a)
Definition: AVX/Complex.h:434
EIGEN_STRONG_INLINE void ptranspose(PacketBlock< Packet2cf, 2 > &kernel)
Definition: AltiVec/Complex.h:339
EIGEN_STRONG_INLINE Packet2cf ploaddup< Packet2cf >(const std::complex< float > *from)
Definition: AltiVec/Complex.h:162
EIGEN_STRONG_INLINE Packet2cd pand< Packet2cd >(const Packet2cd &a, const Packet2cd &b)
Definition: AVX/Complex.h:312
EIGEN_STRONG_INLINE Packet4cf pxor< Packet4cf >(const Packet4cf &a, const Packet4cf &b)
Definition: AVX/Complex.h:118
EIGEN_STRONG_INLINE Packet2cd ploadu< Packet2cd >(const std::complex< double > *from)
Definition: AVX/Complex.h:333
EIGEN_STRONG_INLINE Packet2cd por< Packet2cd >(const Packet2cd &a, const Packet2cd &b)
Definition: AVX/Complex.h:316
EIGEN_STRONG_INLINE Packet2cd ptrue< Packet2cd >(const Packet2cd &a)
Definition: AVX/Complex.h:308
EIGEN_STRONG_INLINE Packet4cf ptrue< Packet4cf >(const Packet4cf &a)
Definition: AVX/Complex.h:106
EIGEN_STRONG_INLINE Packet4cf pand< Packet4cf >(const Packet4cf &a, const Packet4cf &b)
Definition: AVX/Complex.h:110
EIGEN_STRONG_INLINE Packet2cd pdiv< Packet2cd >(const Packet2cd &a, const Packet2cd &b)
Definition: AVX/Complex.h:401
EIGEN_STRONG_INLINE Packet4cf pset1< Packet4cf >(const std::complex< float > &from)
Definition: AVX/Complex.h:136
EIGEN_STRONG_INLINE Packet2cd pload< Packet2cd >(const std::complex< double > *from)
Definition: AVX/Complex.h:329
EIGEN_STRONG_INLINE std::complex< float > predux< Packet4cf >(const Packet4cf &a)
Definition: AVX/Complex.h:203
EIGEN_STRONG_INLINE std::complex< float > pfirst< Packet4cf >(const Packet4cf &a)
Definition: AVX/Complex.h:184
EIGEN_STRONG_INLINE Packet2cf preverse(const Packet2cf &a)
Definition: AltiVec/Complex.h:303
EIGEN_STRONG_INLINE Packet4f pmadd(const Packet4f &a, const Packet4f &b, const Packet4f &c)
Definition: AltiVec/PacketMath.h:1218
EIGEN_STRONG_INLINE Packet2cd pandnot< Packet2cd >(const Packet2cd &a, const Packet2cd &b)
Definition: AVX/Complex.h:324
EIGEN_STRONG_INLINE Packet4cf pmul(const Packet4cf &a, const Packet4cf &b)
Definition: AVX/Complex.h:88
EIGEN_STRONG_INLINE Packet8h ptrue(const Packet8h &a)
Definition: AVX/PacketMath.h:2263
EIGEN_STRONG_INLINE Packet2cd psub< Packet2cd >(const Packet2cd &a, const Packet2cd &b)
Definition: AVX/Complex.h:276
EIGEN_STRONG_INLINE Packet4cf pexp< Packet4cf >(const Packet4cf &a)
Definition: AVX/Complex.h:454
EIGEN_DEFINE_FUNCTION_ALLOWING_MULTIPLE_DEFINITIONS Packet pdiv_complex(const Packet &x, const Packet &y)
Definition: GenericPacketMathFunctions.h:1318
EIGEN_STRONG_INLINE Packet2cf pnegate(const Packet2cf &a)
Definition: AltiVec/Complex.h:264
EIGEN_STRONG_INLINE std::complex< double > predux< Packet2cd >(const Packet2cd &a)
Definition: AVX/Complex.h:389
EIGEN_STRONG_INLINE Packet4cf ploaddup< Packet4cf >(const std::complex< float > *from)
Definition: AVX/Complex.h:143
EIGEN_STRONG_INLINE std::complex< float > predux_mul< Packet4cf >(const Packet4cf &a)
Definition: AVX/Complex.h:208
EIGEN_STRONG_INLINE Packet4cf pandnot< Packet4cf >(const Packet4cf &a, const Packet4cf &b)
Definition: AVX/Complex.h:122
EIGEN_STRONG_INLINE bfloat16 pfirst(const Packet8bf &a)
Definition: AltiVec/PacketMath.h:2418
EIGEN_STRONG_INLINE Packet4cf pdiv< Packet4cf >(const Packet4cf &a, const Packet4cf &b)
Definition: AVX/Complex.h:215
EIGEN_STRONG_INLINE Packet4f pnmsub(const Packet4f &a, const Packet4f &b, const Packet4f &c)
Definition: LSX/PacketMath.h:835
EIGEN_STRONG_INLINE Packet2cd pxor< Packet2cd >(const Packet2cd &a, const Packet2cd &b)
Definition: AVX/Complex.h:320
EIGEN_STRONG_INLINE Packet4cf padd< Packet4cf >(const Packet4cf &a, const Packet4cf &b)
Definition: AVX/Complex.h:69
EIGEN_DEVICE_FUNC unpacket_traits< Packet >::type predux(const Packet &a)
Definition: GenericPacketMath.h:1232
EIGEN_STRONG_INLINE Packet4cf plog< Packet4cf >(const Packet4cf &a)
Definition: AVX/Complex.h:449
EIGEN_STRONG_INLINE std::complex< double > pfirst< Packet2cd >(const Packet2cd &a)
Definition: AVX/Complex.h:375
EIGEN_STRONG_INLINE Packet2cf pcmp_eq(const Packet2cf &a, const Packet2cf &b)
Definition: AltiVec/Complex.h:353
EIGEN_STRONG_INLINE Packet4f pmsub(const Packet4f &a, const Packet4f &b, const Packet4f &c)
Definition: LSX/PacketMath.h:819
EIGEN_STRONG_INLINE Packet8h pand(const Packet8h &a, const Packet8h &b)
Definition: AVX/PacketMath.h:2319
EIGEN_STRONG_INLINE Packet2cd plog< Packet2cd >(const Packet2cd &a)
Definition: AVX/Complex.h:444
EIGEN_STRONG_INLINE Packet4f pnmadd(const Packet4f &a, const Packet4f &b, const Packet4f &c)
Definition: LSX/PacketMath.h:827
EIGEN_STRONG_INLINE Packet4cf pcplxflip< Packet4cf >(const Packet4cf &x)
Definition: AVX/Complex.h:220
EIGEN_STRONG_INLINE Packet4cf pload< Packet4cf >(const std::complex< float > *from)
Definition: AVX/Complex.h:127
__m256 Packet8f
Definition: AVX/PacketMath.h:34
EIGEN_STRONG_INLINE Packet4cf por< Packet4cf >(const Packet4cf &a, const Packet4cf &b)
Definition: AVX/Complex.h:114
EIGEN_STRONG_INLINE Packet2cd padd< Packet2cd >(const Packet2cd &a, const Packet2cd &b)
Definition: AVX/Complex.h:272
__m256d Packet4d
Definition: AVX/PacketMath.h:36
EIGEN_STRONG_INLINE Packet4cf psqrt< Packet4cf >(const Packet4cf &a)
Definition: AVX/Complex.h:439
EIGEN_DEVICE_FUNC unpacket_traits< Packet >::type predux_mul(const Packet &a)
Definition: GenericPacketMath.h:1238
EIGEN_DEVICE_FUNC internal::add_const_on_value_type_t< EIGEN_MATHFUNC_RETVAL(real_ref, Scalar)> real_ref(const Scalar &x)
Definition: MathFunctions.h:1051
Namespace containing all symbols from the Eigen library.
Definition: bench_norm.cpp:70
EIGEN_DEFAULT_DENSE_INDEX_TYPE Index
The Index type as used for the API.
Definition: Meta.h:83
double P0
Definition: two_dim.cc:101
int c
Definition: calibrate.py:100
Definition: Eigen_Colamd.h:49
list x
Definition: plotDoE.py:28
Definition: LSX/Complex.h:260
Definition: AVX/Complex.h:225
EIGEN_STRONG_INLINE Packet2cd()
Definition: AVX/Complex.h:226
__m256d v
Definition: AVX/Complex.h:228
EIGEN_STRONG_INLINE Packet2cd(const __m256d &a)
Definition: AVX/Complex.h:227
Definition: AltiVec/Complex.h:38
Definition: AVX/Complex.h:21
EIGEN_STRONG_INLINE Packet4cf(const __m256 &a)
Definition: AVX/Complex.h:23
__m256 v
Definition: AVX/Complex.h:24
EIGEN_STRONG_INLINE Packet4cf()
Definition: AVX/Complex.h:22
Definition: GenericPacketMath.h:1407
Packet packet[N]
Definition: GenericPacketMath.h:1408
Definition: GenericPacketMath.h:45
@ HasExp
Definition: GenericPacketMath.h:75
@ HasSqrt
Definition: GenericPacketMath.h:73
@ HasLog
Definition: GenericPacketMath.h:77
@ HasDiv
Definition: GenericPacketMath.h:71
Packet1cd half
Definition: AVX/Complex.h:235
Packet2cd type
Definition: AVX/Complex.h:234
Packet2cf half
Definition: AVX/Complex.h:31
Packet4cf type
Definition: AVX/Complex.h:30
Definition: GenericPacketMath.h:108
@ size
Definition: GenericPacketMath.h:113
@ AlignedOnScalar
Definition: GenericPacketMath.h:114
@ Vectorizable
Definition: GenericPacketMath.h:112
@ HasSub
Definition: GenericPacketMath.h:118
@ HasMax
Definition: GenericPacketMath.h:124
@ HasNegate
Definition: GenericPacketMath.h:120
@ HasMul
Definition: GenericPacketMath.h:119
@ HasAdd
Definition: GenericPacketMath.h:117
@ HasSetLinear
Definition: GenericPacketMath.h:126
@ HasMin
Definition: GenericPacketMath.h:123
@ HasAbs2
Definition: GenericPacketMath.h:122
@ HasAbs
Definition: GenericPacketMath.h:121
Packet1cd half
Definition: AVX/Complex.h:260
Packet4d as_real
Definition: AVX/Complex.h:261
std::complex< double > type
Definition: AVX/Complex.h:259
std::complex< float > type
Definition: AVX/Complex.h:56
Packet2cf half
Definition: AVX/Complex.h:57
Packet8f as_real
Definition: AVX/Complex.h:58
Definition: GenericPacketMath.h:134
@ masked_load_available
Definition: GenericPacketMath.h:142
@ size
Definition: GenericPacketMath.h:139
@ masked_store_available
Definition: GenericPacketMath.h:143
@ vectorizable
Definition: GenericPacketMath.h:141
@ alignment
Definition: GenericPacketMath.h:140
Definition: datatypes.h:12