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1 /* Vectorizer
2 Copyright (C) 2003-2020 Free Software Foundation, Inc.
3 Contributed by Dorit Naishlos <dorit@il.ibm.com>
4
5 This file is part of GCC.
6
7 GCC is free software; you can redistribute it and/or modify it under
8 the terms of the GNU General Public License as published by the Free
9 Software Foundation; either version 3, or (at your option) any later
10 version.
11
12 GCC is distributed in the hope that it will be useful, but WITHOUT ANY
13 WARRANTY; without even the implied warranty of MERCHANTABILITY or
14 FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
15 for more details.
16
17 You should have received a copy of the GNU General Public License
18 along with GCC; see the file COPYING3. If not see
19 <http://www.gnu.org/licenses/>. */
20
21 /* Loop and basic block vectorizer.
22
23 This file contains drivers for the three vectorizers:
24 (1) loop vectorizer (inter-iteration parallelism),
25 (2) loop-aware SLP (intra-iteration parallelism) (invoked by the loop
26 vectorizer)
27 (3) BB vectorizer (out-of-loops), aka SLP
28
29 The rest of the vectorizer's code is organized as follows:
30 - tree-vect-loop.c - loop specific parts such as reductions, etc. These are
31 used by drivers (1) and (2).
32 - tree-vect-loop-manip.c - vectorizer's loop control-flow utilities, used by
33 drivers (1) and (2).
34 - tree-vect-slp.c - BB vectorization specific analysis and transformation,
35 used by drivers (2) and (3).
36 - tree-vect-stmts.c - statements analysis and transformation (used by all).
37 - tree-vect-data-refs.c - vectorizer specific data-refs analysis and
38 manipulations (used by all).
39 - tree-vect-patterns.c - vectorizable code patterns detector (used by all)
40
41 Here's a poor attempt at illustrating that:
42
43 tree-vectorizer.c:
44 loop_vect() loop_aware_slp() slp_vect()
45 | / \ /
46 | / \ /
47 tree-vect-loop.c tree-vect-slp.c
48 | \ \ / / |
49 | \ \/ / |
50 | \ /\ / |
51 | \ / \ / |
52 tree-vect-stmts.c tree-vect-data-refs.c
53 \ /
54 tree-vect-patterns.c
55 */
56
57 #include "config.h"
58 #include "system.h"
59 #include "coretypes.h"
60 #include "backend.h"
61 #include "tree.h"
62 #include "gimple.h"
63 #include "predict.h"
64 #include "tree-pass.h"
65 #include "ssa.h"
66 #include "cgraph.h"
67 #include "fold-const.h"
68 #include "stor-layout.h"
69 #include "gimple-iterator.h"
70 #include "gimple-walk.h"
71 #include "tree-ssa-loop-manip.h"
72 #include "tree-ssa-loop-niter.h"
73 #include "tree-cfg.h"
74 #include "cfgloop.h"
75 #include "tree-vectorizer.h"
76 #include "tree-ssa-propagate.h"
77 #include "dbgcnt.h"
78 #include "tree-scalar-evolution.h"
79 #include "stringpool.h"
80 #include "attribs.h"
81 #include "gimple-pretty-print.h"
82 #include "opt-problem.h"
83 #include "internal-fn.h"
84
85
86 /* Loop or bb location, with hotness information. */
87 dump_user_location_t vect_location;
88
89 /* auto_purge_vect_location's dtor: reset the vect_location
90 global, to avoid stale location_t values that could reference
91 GC-ed blocks. */
92
93 auto_purge_vect_location::~auto_purge_vect_location ()
94 {
95 vect_location = dump_user_location_t ();
96 }
97
98 /* Dump a cost entry according to args to F. */
99
100 void
101 dump_stmt_cost (FILE *f, void *data, int count, enum vect_cost_for_stmt kind,
102 stmt_vec_info stmt_info, tree, int misalign, unsigned cost,
103 enum vect_cost_model_location where)
104 {
105 fprintf (f, "%p ", data);
106 if (stmt_info)
107 {
108 print_gimple_expr (f, STMT_VINFO_STMT (stmt_info), 0, TDF_SLIM);
109 fprintf (f, " ");
110 }
111 else
112 fprintf (f, "<unknown> ");
113 fprintf (f, "%d times ", count);
114 const char *ks = "unknown";
115 switch (kind)
116 {
117 case scalar_stmt:
118 ks = "scalar_stmt";
119 break;
120 case scalar_load:
121 ks = "scalar_load";
122 break;
123 case scalar_store:
124 ks = "scalar_store";
125 break;
126 case vector_stmt:
127 ks = "vector_stmt";
128 break;
129 case vector_load:
130 ks = "vector_load";
131 break;
132 case vector_gather_load:
133 ks = "vector_gather_load";
134 break;
135 case unaligned_load:
136 ks = "unaligned_load";
137 break;
138 case unaligned_store:
139 ks = "unaligned_store";
140 break;
141 case vector_store:
142 ks = "vector_store";
143 break;
144 case vector_scatter_store:
145 ks = "vector_scatter_store";
146 break;
147 case vec_to_scalar:
148 ks = "vec_to_scalar";
149 break;
150 case scalar_to_vec:
151 ks = "scalar_to_vec";
152 break;
153 case cond_branch_not_taken:
154 ks = "cond_branch_not_taken";
155 break;
156 case cond_branch_taken:
157 ks = "cond_branch_taken";
158 break;
159 case vec_perm:
160 ks = "vec_perm";
161 break;
162 case vec_promote_demote:
163 ks = "vec_promote_demote";
164 break;
165 case vec_construct:
166 ks = "vec_construct";
167 break;
168 }
169 fprintf (f, "%s ", ks);
170 if (kind == unaligned_load || kind == unaligned_store)
171 fprintf (f, "(misalign %d) ", misalign);
172 fprintf (f, "costs %u ", cost);
173 const char *ws = "unknown";
174 switch (where)
175 {
176 case vect_prologue:
177 ws = "prologue";
178 break;
179 case vect_body:
180 ws = "body";
181 break;
182 case vect_epilogue:
183 ws = "epilogue";
184 break;
185 }
186 fprintf (f, "in %s\n", ws);
187 }
188 \f
189 /* For mapping simduid to vectorization factor. */
190
191 class simduid_to_vf : public free_ptr_hash<simduid_to_vf>
192 {
193 public:
194 unsigned int simduid;
195 poly_uint64 vf;
196
197 /* hash_table support. */
198 static inline hashval_t hash (const simduid_to_vf *);
199 static inline int equal (const simduid_to_vf *, const simduid_to_vf *);
200 };
201
202 inline hashval_t
203 simduid_to_vf::hash (const simduid_to_vf *p)
204 {
205 return p->simduid;
206 }
207
208 inline int
209 simduid_to_vf::equal (const simduid_to_vf *p1, const simduid_to_vf *p2)
210 {
211 return p1->simduid == p2->simduid;
212 }
213
214 /* This hash maps the OMP simd array to the corresponding simduid used
215 to index into it. Like thus,
216
217 _7 = GOMP_SIMD_LANE (simduid.0)
218 ...
219 ...
220 D.1737[_7] = stuff;
221
222
223 This hash maps from the OMP simd array (D.1737[]) to DECL_UID of
224 simduid.0. */
225
226 struct simd_array_to_simduid : free_ptr_hash<simd_array_to_simduid>
227 {
228 tree decl;
229 unsigned int simduid;
230
231 /* hash_table support. */
232 static inline hashval_t hash (const simd_array_to_simduid *);
233 static inline int equal (const simd_array_to_simduid *,
234 const simd_array_to_simduid *);
235 };
236
237 inline hashval_t
238 simd_array_to_simduid::hash (const simd_array_to_simduid *p)
239 {
240 return DECL_UID (p->decl);
241 }
242
243 inline int
244 simd_array_to_simduid::equal (const simd_array_to_simduid *p1,
245 const simd_array_to_simduid *p2)
246 {
247 return p1->decl == p2->decl;
248 }
249
250 /* Fold IFN_GOMP_SIMD_LANE, IFN_GOMP_SIMD_VF, IFN_GOMP_SIMD_LAST_LANE,
251 into their corresponding constants and remove
252 IFN_GOMP_SIMD_ORDERED_{START,END}. */
253
254 static void
255 adjust_simduid_builtins (hash_table<simduid_to_vf> *htab)
256 {
257 basic_block bb;
258
259 FOR_EACH_BB_FN (bb, cfun)
260 {
261 gimple_stmt_iterator i;
262
263 for (i = gsi_start_bb (bb); !gsi_end_p (i); )
264 {
265 poly_uint64 vf = 1;
266 enum internal_fn ifn;
267 gimple *stmt = gsi_stmt (i);
268 tree t;
269 if (!is_gimple_call (stmt)
270 || !gimple_call_internal_p (stmt))
271 {
272 gsi_next (&i);
273 continue;
274 }
275 ifn = gimple_call_internal_fn (stmt);
276 switch (ifn)
277 {
278 case IFN_GOMP_SIMD_LANE:
279 case IFN_GOMP_SIMD_VF:
280 case IFN_GOMP_SIMD_LAST_LANE:
281 break;
282 case IFN_GOMP_SIMD_ORDERED_START:
283 case IFN_GOMP_SIMD_ORDERED_END:
284 if (integer_onep (gimple_call_arg (stmt, 0)))
285 {
286 enum built_in_function bcode
287 = (ifn == IFN_GOMP_SIMD_ORDERED_START
288 ? BUILT_IN_GOMP_ORDERED_START
289 : BUILT_IN_GOMP_ORDERED_END);
290 gimple *g
291 = gimple_build_call (builtin_decl_explicit (bcode), 0);
292 gimple_move_vops (g, stmt);
293 gsi_replace (&i, g, true);
294 continue;
295 }
296 gsi_remove (&i, true);
297 unlink_stmt_vdef (stmt);
298 continue;
299 default:
300 gsi_next (&i);
301 continue;
302 }
303 tree arg = gimple_call_arg (stmt, 0);
304 gcc_assert (arg != NULL_TREE);
305 gcc_assert (TREE_CODE (arg) == SSA_NAME);
306 simduid_to_vf *p = NULL, data;
307 data.simduid = DECL_UID (SSA_NAME_VAR (arg));
308 /* Need to nullify loop safelen field since it's value is not
309 valid after transformation. */
310 if (bb->loop_father && bb->loop_father->safelen > 0)
311 bb->loop_father->safelen = 0;
312 if (htab)
313 {
314 p = htab->find (&data);
315 if (p)
316 vf = p->vf;
317 }
318 switch (ifn)
319 {
320 case IFN_GOMP_SIMD_VF:
321 t = build_int_cst (unsigned_type_node, vf);
322 break;
323 case IFN_GOMP_SIMD_LANE:
324 t = build_int_cst (unsigned_type_node, 0);
325 break;
326 case IFN_GOMP_SIMD_LAST_LANE:
327 t = gimple_call_arg (stmt, 1);
328 break;
329 default:
330 gcc_unreachable ();
331 }
332 tree lhs = gimple_call_lhs (stmt);
333 if (lhs)
334 replace_uses_by (lhs, t);
335 release_defs (stmt);
336 gsi_remove (&i, true);
337 }
338 }
339 }
340
341 /* Helper structure for note_simd_array_uses. */
342
343 struct note_simd_array_uses_struct
344 {
345 hash_table<simd_array_to_simduid> **htab;
346 unsigned int simduid;
347 };
348
349 /* Callback for note_simd_array_uses, called through walk_gimple_op. */
350
351 static tree
352 note_simd_array_uses_cb (tree *tp, int *walk_subtrees, void *data)
353 {
354 struct walk_stmt_info *wi = (struct walk_stmt_info *) data;
355 struct note_simd_array_uses_struct *ns
356 = (struct note_simd_array_uses_struct *) wi->info;
357
358 if (TYPE_P (*tp))
359 *walk_subtrees = 0;
360 else if (VAR_P (*tp)
361 && lookup_attribute ("omp simd array", DECL_ATTRIBUTES (*tp))
362 && DECL_CONTEXT (*tp) == current_function_decl)
363 {
364 simd_array_to_simduid data;
365 if (!*ns->htab)
366 *ns->htab = new hash_table<simd_array_to_simduid> (15);
367 data.decl = *tp;
368 data.simduid = ns->simduid;
369 simd_array_to_simduid **slot = (*ns->htab)->find_slot (&data, INSERT);
370 if (*slot == NULL)
371 {
372 simd_array_to_simduid *p = XNEW (simd_array_to_simduid);
373 *p = data;
374 *slot = p;
375 }
376 else if ((*slot)->simduid != ns->simduid)
377 (*slot)->simduid = -1U;
378 *walk_subtrees = 0;
379 }
380 return NULL_TREE;
381 }
382
383 /* Find "omp simd array" temporaries and map them to corresponding
384 simduid. */
385
386 static void
387 note_simd_array_uses (hash_table<simd_array_to_simduid> **htab)
388 {
389 basic_block bb;
390 gimple_stmt_iterator gsi;
391 struct walk_stmt_info wi;
392 struct note_simd_array_uses_struct ns;
393
394 memset (&wi, 0, sizeof (wi));
395 wi.info = &ns;
396 ns.htab = htab;
397
398 FOR_EACH_BB_FN (bb, cfun)
399 for (gsi = gsi_start_bb (bb); !gsi_end_p (gsi); gsi_next (&gsi))
400 {
401 gimple *stmt = gsi_stmt (gsi);
402 if (!is_gimple_call (stmt) || !gimple_call_internal_p (stmt))
403 continue;
404 switch (gimple_call_internal_fn (stmt))
405 {
406 case IFN_GOMP_SIMD_LANE:
407 case IFN_GOMP_SIMD_VF:
408 case IFN_GOMP_SIMD_LAST_LANE:
409 break;
410 default:
411 continue;
412 }
413 tree lhs = gimple_call_lhs (stmt);
414 if (lhs == NULL_TREE)
415 continue;
416 imm_use_iterator use_iter;
417 gimple *use_stmt;
418 ns.simduid = DECL_UID (SSA_NAME_VAR (gimple_call_arg (stmt, 0)));
419 FOR_EACH_IMM_USE_STMT (use_stmt, use_iter, lhs)
420 if (!is_gimple_debug (use_stmt))
421 walk_gimple_op (use_stmt, note_simd_array_uses_cb, &wi);
422 }
423 }
424
425 /* Shrink arrays with "omp simd array" attribute to the corresponding
426 vectorization factor. */
427
428 static void
429 shrink_simd_arrays
430 (hash_table<simd_array_to_simduid> *simd_array_to_simduid_htab,
431 hash_table<simduid_to_vf> *simduid_to_vf_htab)
432 {
433 for (hash_table<simd_array_to_simduid>::iterator iter
434 = simd_array_to_simduid_htab->begin ();
435 iter != simd_array_to_simduid_htab->end (); ++iter)
436 if ((*iter)->simduid != -1U)
437 {
438 tree decl = (*iter)->decl;
439 poly_uint64 vf = 1;
440 if (simduid_to_vf_htab)
441 {
442 simduid_to_vf *p = NULL, data;
443 data.simduid = (*iter)->simduid;
444 p = simduid_to_vf_htab->find (&data);
445 if (p)
446 vf = p->vf;
447 }
448 tree atype
449 = build_array_type_nelts (TREE_TYPE (TREE_TYPE (decl)), vf);
450 TREE_TYPE (decl) = atype;
451 relayout_decl (decl);
452 }
453
454 delete simd_array_to_simduid_htab;
455 }
456 \f
457 /* Initialize the vec_info with kind KIND_IN and target cost data
458 TARGET_COST_DATA_IN. */
459
460 vec_info::vec_info (vec_info::vec_kind kind_in, void *target_cost_data_in,
461 vec_info_shared *shared_)
462 : kind (kind_in),
463 shared (shared_),
464 stmt_vec_info_ro (false),
465 target_cost_data (target_cost_data_in)
466 {
467 stmt_vec_infos.create (50);
468 }
469
470 vec_info::~vec_info ()
471 {
472 slp_instance instance;
473 unsigned int i;
474
475 FOR_EACH_VEC_ELT (slp_instances, i, instance)
476 vect_free_slp_instance (instance, true);
477
478 destroy_cost_data (target_cost_data);
479 free_stmt_vec_infos ();
480 }
481
482 vec_info_shared::vec_info_shared ()
483 : datarefs (vNULL),
484 datarefs_copy (vNULL),
485 ddrs (vNULL)
486 {
487 }
488
489 vec_info_shared::~vec_info_shared ()
490 {
491 free_data_refs (datarefs);
492 free_dependence_relations (ddrs);
493 datarefs_copy.release ();
494 }
495
496 void
497 vec_info_shared::save_datarefs ()
498 {
499 if (!flag_checking)
500 return;
501 datarefs_copy.reserve_exact (datarefs.length ());
502 for (unsigned i = 0; i < datarefs.length (); ++i)
503 datarefs_copy.quick_push (*datarefs[i]);
504 }
505
506 void
507 vec_info_shared::check_datarefs ()
508 {
509 if (!flag_checking)
510 return;
511 gcc_assert (datarefs.length () == datarefs_copy.length ());
512 for (unsigned i = 0; i < datarefs.length (); ++i)
513 if (memcmp (&datarefs_copy[i], datarefs[i], sizeof (data_reference)) != 0)
514 gcc_unreachable ();
515 }
516
517 /* Record that STMT belongs to the vectorizable region. Create and return
518 an associated stmt_vec_info. */
519
520 stmt_vec_info
521 vec_info::add_stmt (gimple *stmt)
522 {
523 stmt_vec_info res = new_stmt_vec_info (stmt);
524 set_vinfo_for_stmt (stmt, res);
525 return res;
526 }
527
528 /* If STMT has an associated stmt_vec_info, return that vec_info, otherwise
529 return null. It is safe to call this function on any statement, even if
530 it might not be part of the vectorizable region. */
531
532 stmt_vec_info
533 vec_info::lookup_stmt (gimple *stmt)
534 {
535 unsigned int uid = gimple_uid (stmt);
536 if (uid > 0 && uid - 1 < stmt_vec_infos.length ())
537 {
538 stmt_vec_info res = stmt_vec_infos[uid - 1];
539 if (res && res->stmt == stmt)
540 return res;
541 }
542 return NULL;
543 }
544
545 /* If NAME is an SSA_NAME and its definition has an associated stmt_vec_info,
546 return that stmt_vec_info, otherwise return null. It is safe to call
547 this on arbitrary operands. */
548
549 stmt_vec_info
550 vec_info::lookup_def (tree name)
551 {
552 if (TREE_CODE (name) == SSA_NAME
553 && !SSA_NAME_IS_DEFAULT_DEF (name))
554 return lookup_stmt (SSA_NAME_DEF_STMT (name));
555 return NULL;
556 }
557
558 /* See whether there is a single non-debug statement that uses LHS and
559 whether that statement has an associated stmt_vec_info. Return the
560 stmt_vec_info if so, otherwise return null. */
561
562 stmt_vec_info
563 vec_info::lookup_single_use (tree lhs)
564 {
565 use_operand_p dummy;
566 gimple *use_stmt;
567 if (single_imm_use (lhs, &dummy, &use_stmt))
568 return lookup_stmt (use_stmt);
569 return NULL;
570 }
571
572 /* Return vectorization information about DR. */
573
574 dr_vec_info *
575 vec_info::lookup_dr (data_reference *dr)
576 {
577 stmt_vec_info stmt_info = lookup_stmt (DR_STMT (dr));
578 /* DR_STMT should never refer to a stmt in a pattern replacement. */
579 gcc_checking_assert (!is_pattern_stmt_p (stmt_info));
580 return STMT_VINFO_DR_INFO (stmt_info->dr_aux.stmt);
581 }
582
583 /* Record that NEW_STMT_INFO now implements the same data reference
584 as OLD_STMT_INFO. */
585
586 void
587 vec_info::move_dr (stmt_vec_info new_stmt_info, stmt_vec_info old_stmt_info)
588 {
589 gcc_assert (!is_pattern_stmt_p (old_stmt_info));
590 STMT_VINFO_DR_INFO (old_stmt_info)->stmt = new_stmt_info;
591 new_stmt_info->dr_aux = old_stmt_info->dr_aux;
592 STMT_VINFO_DR_WRT_VEC_LOOP (new_stmt_info)
593 = STMT_VINFO_DR_WRT_VEC_LOOP (old_stmt_info);
594 STMT_VINFO_GATHER_SCATTER_P (new_stmt_info)
595 = STMT_VINFO_GATHER_SCATTER_P (old_stmt_info);
596 }
597
598 /* Permanently remove the statement described by STMT_INFO from the
599 function. */
600
601 void
602 vec_info::remove_stmt (stmt_vec_info stmt_info)
603 {
604 gcc_assert (!stmt_info->pattern_stmt_p);
605 set_vinfo_for_stmt (stmt_info->stmt, NULL);
606 gimple_stmt_iterator si = gsi_for_stmt (stmt_info->stmt);
607 unlink_stmt_vdef (stmt_info->stmt);
608 gsi_remove (&si, true);
609 release_defs (stmt_info->stmt);
610 free_stmt_vec_info (stmt_info);
611 }
612
613 /* Replace the statement at GSI by NEW_STMT, both the vectorization
614 information and the function itself. STMT_INFO describes the statement
615 at GSI. */
616
617 void
618 vec_info::replace_stmt (gimple_stmt_iterator *gsi, stmt_vec_info stmt_info,
619 gimple *new_stmt)
620 {
621 gimple *old_stmt = stmt_info->stmt;
622 gcc_assert (!stmt_info->pattern_stmt_p && old_stmt == gsi_stmt (*gsi));
623 gimple_set_uid (new_stmt, gimple_uid (old_stmt));
624 stmt_info->stmt = new_stmt;
625 gsi_replace (gsi, new_stmt, true);
626 }
627
628 /* Create and initialize a new stmt_vec_info struct for STMT. */
629
630 stmt_vec_info
631 vec_info::new_stmt_vec_info (gimple *stmt)
632 {
633 stmt_vec_info res = XCNEW (class _stmt_vec_info);
634 res->stmt = stmt;
635
636 STMT_VINFO_TYPE (res) = undef_vec_info_type;
637 STMT_VINFO_RELEVANT (res) = vect_unused_in_scope;
638 STMT_VINFO_VECTORIZABLE (res) = true;
639 STMT_VINFO_REDUC_TYPE (res) = TREE_CODE_REDUCTION;
640 STMT_VINFO_REDUC_CODE (res) = ERROR_MARK;
641 STMT_VINFO_REDUC_FN (res) = IFN_LAST;
642 STMT_VINFO_REDUC_IDX (res) = -1;
643 STMT_VINFO_SLP_VECT_ONLY (res) = false;
644 STMT_VINFO_VEC_STMTS (res) = vNULL;
645
646 if (gimple_code (stmt) == GIMPLE_PHI
647 && is_loop_header_bb_p (gimple_bb (stmt)))
648 STMT_VINFO_DEF_TYPE (res) = vect_unknown_def_type;
649 else
650 STMT_VINFO_DEF_TYPE (res) = vect_internal_def;
651
652 STMT_VINFO_SAME_ALIGN_REFS (res).create (0);
653 STMT_SLP_TYPE (res) = loop_vect;
654
655 /* This is really "uninitialized" until vect_compute_data_ref_alignment. */
656 res->dr_aux.misalignment = DR_MISALIGNMENT_UNINITIALIZED;
657
658 return res;
659 }
660
661 /* Associate STMT with INFO. */
662
663 void
664 vec_info::set_vinfo_for_stmt (gimple *stmt, stmt_vec_info info)
665 {
666 unsigned int uid = gimple_uid (stmt);
667 if (uid == 0)
668 {
669 gcc_assert (!stmt_vec_info_ro);
670 gcc_checking_assert (info);
671 uid = stmt_vec_infos.length () + 1;
672 gimple_set_uid (stmt, uid);
673 stmt_vec_infos.safe_push (info);
674 }
675 else
676 {
677 gcc_checking_assert (info == NULL);
678 stmt_vec_infos[uid - 1] = info;
679 }
680 }
681
682 /* Free the contents of stmt_vec_infos. */
683
684 void
685 vec_info::free_stmt_vec_infos (void)
686 {
687 unsigned int i;
688 stmt_vec_info info;
689 FOR_EACH_VEC_ELT (stmt_vec_infos, i, info)
690 if (info != NULL)
691 free_stmt_vec_info (info);
692 stmt_vec_infos.release ();
693 }
694
695 /* Free STMT_INFO. */
696
697 void
698 vec_info::free_stmt_vec_info (stmt_vec_info stmt_info)
699 {
700 if (stmt_info->pattern_stmt_p)
701 {
702 gimple_set_bb (stmt_info->stmt, NULL);
703 tree lhs = gimple_get_lhs (stmt_info->stmt);
704 if (lhs && TREE_CODE (lhs) == SSA_NAME)
705 release_ssa_name (lhs);
706 }
707
708 STMT_VINFO_SAME_ALIGN_REFS (stmt_info).release ();
709 STMT_VINFO_SIMD_CLONE_INFO (stmt_info).release ();
710 STMT_VINFO_VEC_STMTS (stmt_info).release ();
711 free (stmt_info);
712 }
713
714 /* Returns true if S1 dominates S2. */
715
716 bool
717 vect_stmt_dominates_stmt_p (gimple *s1, gimple *s2)
718 {
719 basic_block bb1 = gimple_bb (s1), bb2 = gimple_bb (s2);
720
721 /* If bb1 is NULL, it should be a GIMPLE_NOP def stmt of an (D)
722 SSA_NAME. Assume it lives at the beginning of function and
723 thus dominates everything. */
724 if (!bb1 || s1 == s2)
725 return true;
726
727 /* If bb2 is NULL, it doesn't dominate any stmt with a bb. */
728 if (!bb2)
729 return false;
730
731 if (bb1 != bb2)
732 return dominated_by_p (CDI_DOMINATORS, bb2, bb1);
733
734 /* PHIs in the same basic block are assumed to be
735 executed all in parallel, if only one stmt is a PHI,
736 it dominates the other stmt in the same basic block. */
737 if (gimple_code (s1) == GIMPLE_PHI)
738 return true;
739
740 if (gimple_code (s2) == GIMPLE_PHI)
741 return false;
742
743 /* Inserted vectorized stmts all have UID 0 while the original stmts
744 in the IL have UID increasing within a BB. Walk from both sides
745 until we find the other stmt or a stmt with UID != 0. */
746 gimple_stmt_iterator gsi1 = gsi_for_stmt (s1);
747 while (gimple_uid (gsi_stmt (gsi1)) == 0)
748 {
749 gsi_next (&gsi1);
750 if (gsi_end_p (gsi1))
751 return false;
752 if (gsi_stmt (gsi1) == s2)
753 return true;
754 }
755 if (gimple_uid (gsi_stmt (gsi1)) == -1u)
756 return false;
757
758 gimple_stmt_iterator gsi2 = gsi_for_stmt (s2);
759 while (gimple_uid (gsi_stmt (gsi2)) == 0)
760 {
761 gsi_prev (&gsi2);
762 if (gsi_end_p (gsi2))
763 return false;
764 if (gsi_stmt (gsi2) == s1)
765 return true;
766 }
767 if (gimple_uid (gsi_stmt (gsi2)) == -1u)
768 return false;
769
770 if (gimple_uid (gsi_stmt (gsi1)) <= gimple_uid (gsi_stmt (gsi2)))
771 return true;
772 return false;
773 }
774
775 /* A helper function to free scev and LOOP niter information, as well as
776 clear loop constraint LOOP_C_FINITE. */
777
778 void
779 vect_free_loop_info_assumptions (class loop *loop)
780 {
781 scev_reset_htab ();
782 /* We need to explicitly reset upper bound information since they are
783 used even after free_numbers_of_iterations_estimates. */
784 loop->any_upper_bound = false;
785 loop->any_likely_upper_bound = false;
786 free_numbers_of_iterations_estimates (loop);
787 loop_constraint_clear (loop, LOOP_C_FINITE);
788 }
789
790 /* If LOOP has been versioned during ifcvt, return the internal call
791 guarding it. */
792
793 gimple *
794 vect_loop_vectorized_call (class loop *loop, gcond **cond)
795 {
796 basic_block bb = loop_preheader_edge (loop)->src;
797 gimple *g;
798 do
799 {
800 g = last_stmt (bb);
801 if (g)
802 break;
803 if (!single_pred_p (bb))
804 break;
805 bb = single_pred (bb);
806 }
807 while (1);
808 if (g && gimple_code (g) == GIMPLE_COND)
809 {
810 if (cond)
811 *cond = as_a <gcond *> (g);
812 gimple_stmt_iterator gsi = gsi_for_stmt (g);
813 gsi_prev (&gsi);
814 if (!gsi_end_p (gsi))
815 {
816 g = gsi_stmt (gsi);
817 if (gimple_call_internal_p (g, IFN_LOOP_VECTORIZED)
818 && (tree_to_shwi (gimple_call_arg (g, 0)) == loop->num
819 || tree_to_shwi (gimple_call_arg (g, 1)) == loop->num))
820 return g;
821 }
822 }
823 return NULL;
824 }
825
826 /* If LOOP has been versioned during loop distribution, return the gurading
827 internal call. */
828
829 static gimple *
830 vect_loop_dist_alias_call (class loop *loop)
831 {
832 basic_block bb;
833 basic_block entry;
834 class loop *outer, *orig;
835 gimple_stmt_iterator gsi;
836 gimple *g;
837
838 if (loop->orig_loop_num == 0)
839 return NULL;
840
841 orig = get_loop (cfun, loop->orig_loop_num);
842 if (orig == NULL)
843 {
844 /* The original loop is somehow destroyed. Clear the information. */
845 loop->orig_loop_num = 0;
846 return NULL;
847 }
848
849 if (loop != orig)
850 bb = nearest_common_dominator (CDI_DOMINATORS, loop->header, orig->header);
851 else
852 bb = loop_preheader_edge (loop)->src;
853
854 outer = bb->loop_father;
855 entry = ENTRY_BLOCK_PTR_FOR_FN (cfun);
856
857 /* Look upward in dominance tree. */
858 for (; bb != entry && flow_bb_inside_loop_p (outer, bb);
859 bb = get_immediate_dominator (CDI_DOMINATORS, bb))
860 {
861 g = last_stmt (bb);
862 if (g == NULL || gimple_code (g) != GIMPLE_COND)
863 continue;
864
865 gsi = gsi_for_stmt (g);
866 gsi_prev (&gsi);
867 if (gsi_end_p (gsi))
868 continue;
869
870 g = gsi_stmt (gsi);
871 /* The guarding internal function call must have the same distribution
872 alias id. */
873 if (gimple_call_internal_p (g, IFN_LOOP_DIST_ALIAS)
874 && (tree_to_shwi (gimple_call_arg (g, 0)) == loop->orig_loop_num))
875 return g;
876 }
877 return NULL;
878 }
879
880 /* Set the uids of all the statements in basic blocks inside loop
881 represented by LOOP_VINFO. LOOP_VECTORIZED_CALL is the internal
882 call guarding the loop which has been if converted. */
883 static void
884 set_uid_loop_bbs (loop_vec_info loop_vinfo, gimple *loop_vectorized_call)
885 {
886 tree arg = gimple_call_arg (loop_vectorized_call, 1);
887 basic_block *bbs;
888 unsigned int i;
889 class loop *scalar_loop = get_loop (cfun, tree_to_shwi (arg));
890
891 LOOP_VINFO_SCALAR_LOOP (loop_vinfo) = scalar_loop;
892 gcc_checking_assert (vect_loop_vectorized_call (scalar_loop)
893 == loop_vectorized_call);
894 /* If we are going to vectorize outer loop, prevent vectorization
895 of the inner loop in the scalar loop - either the scalar loop is
896 thrown away, so it is a wasted work, or is used only for
897 a few iterations. */
898 if (scalar_loop->inner)
899 {
900 gimple *g = vect_loop_vectorized_call (scalar_loop->inner);
901 if (g)
902 {
903 arg = gimple_call_arg (g, 0);
904 get_loop (cfun, tree_to_shwi (arg))->dont_vectorize = true;
905 fold_loop_internal_call (g, boolean_false_node);
906 }
907 }
908 bbs = get_loop_body (scalar_loop);
909 for (i = 0; i < scalar_loop->num_nodes; i++)
910 {
911 basic_block bb = bbs[i];
912 gimple_stmt_iterator gsi;
913 for (gsi = gsi_start_phis (bb); !gsi_end_p (gsi); gsi_next (&gsi))
914 {
915 gimple *phi = gsi_stmt (gsi);
916 gimple_set_uid (phi, 0);
917 }
918 for (gsi = gsi_start_bb (bb); !gsi_end_p (gsi); gsi_next (&gsi))
919 {
920 gimple *stmt = gsi_stmt (gsi);
921 gimple_set_uid (stmt, 0);
922 }
923 }
924 free (bbs);
925 }
926
927 /* Try to vectorize LOOP. */
928
929 static unsigned
930 try_vectorize_loop_1 (hash_table<simduid_to_vf> *&simduid_to_vf_htab,
931 unsigned *num_vectorized_loops, loop_p loop,
932 gimple *loop_vectorized_call,
933 gimple *loop_dist_alias_call)
934 {
935 unsigned ret = 0;
936 vec_info_shared shared;
937 auto_purge_vect_location sentinel;
938 vect_location = find_loop_location (loop);
939
940 if (LOCATION_LOCUS (vect_location.get_location_t ()) != UNKNOWN_LOCATION
941 && dump_enabled_p ())
942 dump_printf (MSG_NOTE | MSG_PRIORITY_INTERNALS,
943 "\nAnalyzing loop at %s:%d\n",
944 LOCATION_FILE (vect_location.get_location_t ()),
945 LOCATION_LINE (vect_location.get_location_t ()));
946
947 opt_loop_vec_info loop_vinfo = opt_loop_vec_info::success (NULL);
948 /* In the case of epilogue vectorization the loop already has its
949 loop_vec_info set, we do not require to analyze the loop in this case. */
950 if (loop_vec_info vinfo = loop_vec_info_for_loop (loop))
951 loop_vinfo = opt_loop_vec_info::success (vinfo);
952 else
953 {
954 /* Try to analyze the loop, retaining an opt_problem if dump_enabled_p. */
955 loop_vinfo = vect_analyze_loop (loop, &shared);
956 loop->aux = loop_vinfo;
957 }
958
959 if (!loop_vinfo)
960 if (dump_enabled_p ())
961 if (opt_problem *problem = loop_vinfo.get_problem ())
962 {
963 dump_printf_loc (MSG_MISSED_OPTIMIZATION, vect_location,
964 "couldn't vectorize loop\n");
965 problem->emit_and_clear ();
966 }
967
968 if (!loop_vinfo || !LOOP_VINFO_VECTORIZABLE_P (loop_vinfo))
969 {
970 /* Free existing information if loop is analyzed with some
971 assumptions. */
972 if (loop_constraint_set_p (loop, LOOP_C_FINITE))
973 vect_free_loop_info_assumptions (loop);
974
975 /* If we applied if-conversion then try to vectorize the
976 BB of innermost loops.
977 ??? Ideally BB vectorization would learn to vectorize
978 control flow by applying if-conversion on-the-fly, the
979 following retains the if-converted loop body even when
980 only non-if-converted parts took part in BB vectorization. */
981 if (flag_tree_slp_vectorize != 0
982 && loop_vectorized_call
983 && ! loop->inner)
984 {
985 basic_block bb = loop->header;
986 bool require_loop_vectorize = false;
987 for (gimple_stmt_iterator gsi = gsi_start_bb (bb);
988 !gsi_end_p (gsi); gsi_next (&gsi))
989 {
990 gimple *stmt = gsi_stmt (gsi);
991 gcall *call = dyn_cast <gcall *> (stmt);
992 if (call && gimple_call_internal_p (call))
993 {
994 internal_fn ifn = gimple_call_internal_fn (call);
995 if (ifn == IFN_MASK_LOAD || ifn == IFN_MASK_STORE
996 /* Don't keep the if-converted parts when the ifn with
997 specifc type is not supported by the backend. */
998 || (direct_internal_fn_p (ifn)
999 && !direct_internal_fn_supported_p
1000 (call, OPTIMIZE_FOR_SPEED)))
1001 {
1002 require_loop_vectorize = true;
1003 break;
1004 }
1005 }
1006 gimple_set_uid (stmt, -1);
1007 gimple_set_visited (stmt, false);
1008 }
1009 if (!require_loop_vectorize && vect_slp_bb (bb))
1010 {
1011 if (dump_enabled_p ())
1012 dump_printf_loc (MSG_NOTE, vect_location,
1013 "basic block vectorized\n");
1014 fold_loop_internal_call (loop_vectorized_call,
1015 boolean_true_node);
1016 loop_vectorized_call = NULL;
1017 ret |= TODO_cleanup_cfg | TODO_update_ssa_only_virtuals;
1018 }
1019 }
1020 /* If outer loop vectorization fails for LOOP_VECTORIZED guarded
1021 loop, don't vectorize its inner loop; we'll attempt to
1022 vectorize LOOP_VECTORIZED guarded inner loop of the scalar
1023 loop version. */
1024 if (loop_vectorized_call && loop->inner)
1025 loop->inner->dont_vectorize = true;
1026 return ret;
1027 }
1028
1029 if (!dbg_cnt (vect_loop))
1030 {
1031 /* Free existing information if loop is analyzed with some
1032 assumptions. */
1033 if (loop_constraint_set_p (loop, LOOP_C_FINITE))
1034 vect_free_loop_info_assumptions (loop);
1035 return ret;
1036 }
1037
1038 if (loop_vectorized_call)
1039 set_uid_loop_bbs (loop_vinfo, loop_vectorized_call);
1040
1041 unsigned HOST_WIDE_INT bytes;
1042 if (dump_enabled_p ())
1043 {
1044 if (GET_MODE_SIZE (loop_vinfo->vector_mode).is_constant (&bytes))
1045 dump_printf_loc (MSG_OPTIMIZED_LOCATIONS, vect_location,
1046 "loop vectorized using %wu byte vectors\n", bytes);
1047 else
1048 dump_printf_loc (MSG_OPTIMIZED_LOCATIONS, vect_location,
1049 "loop vectorized using variable length vectors\n");
1050 }
1051
1052 loop_p new_loop = vect_transform_loop (loop_vinfo,
1053 loop_vectorized_call);
1054 (*num_vectorized_loops)++;
1055 /* Now that the loop has been vectorized, allow it to be unrolled
1056 etc. */
1057 loop->force_vectorize = false;
1058
1059 if (loop->simduid)
1060 {
1061 simduid_to_vf *simduid_to_vf_data = XNEW (simduid_to_vf);
1062 if (!simduid_to_vf_htab)
1063 simduid_to_vf_htab = new hash_table<simduid_to_vf> (15);
1064 simduid_to_vf_data->simduid = DECL_UID (loop->simduid);
1065 simduid_to_vf_data->vf = loop_vinfo->vectorization_factor;
1066 *simduid_to_vf_htab->find_slot (simduid_to_vf_data, INSERT)
1067 = simduid_to_vf_data;
1068 }
1069
1070 if (loop_vectorized_call)
1071 {
1072 fold_loop_internal_call (loop_vectorized_call, boolean_true_node);
1073 loop_vectorized_call = NULL;
1074 ret |= TODO_cleanup_cfg;
1075 }
1076 if (loop_dist_alias_call)
1077 {
1078 tree value = gimple_call_arg (loop_dist_alias_call, 1);
1079 fold_loop_internal_call (loop_dist_alias_call, value);
1080 loop_dist_alias_call = NULL;
1081 ret |= TODO_cleanup_cfg;
1082 }
1083
1084 /* Epilogue of vectorized loop must be vectorized too. */
1085 if (new_loop)
1086 {
1087 /* Don't include vectorized epilogues in the "vectorized loops" count.
1088 */
1089 unsigned dont_count = *num_vectorized_loops;
1090 ret |= try_vectorize_loop_1 (simduid_to_vf_htab, &dont_count,
1091 new_loop, NULL, NULL);
1092 }
1093
1094 return ret;
1095 }
1096
1097 /* Try to vectorize LOOP. */
1098
1099 static unsigned
1100 try_vectorize_loop (hash_table<simduid_to_vf> *&simduid_to_vf_htab,
1101 unsigned *num_vectorized_loops, loop_p loop)
1102 {
1103 if (!((flag_tree_loop_vectorize
1104 && optimize_loop_nest_for_speed_p (loop))
1105 || loop->force_vectorize))
1106 return 0;
1107
1108 return try_vectorize_loop_1 (simduid_to_vf_htab, num_vectorized_loops, loop,
1109 vect_loop_vectorized_call (loop),
1110 vect_loop_dist_alias_call (loop));
1111 }
1112
1113
1114 /* Function vectorize_loops.
1115
1116 Entry point to loop vectorization phase. */
1117
1118 unsigned
1119 vectorize_loops (void)
1120 {
1121 unsigned int i;
1122 unsigned int num_vectorized_loops = 0;
1123 unsigned int vect_loops_num;
1124 class loop *loop;
1125 hash_table<simduid_to_vf> *simduid_to_vf_htab = NULL;
1126 hash_table<simd_array_to_simduid> *simd_array_to_simduid_htab = NULL;
1127 bool any_ifcvt_loops = false;
1128 unsigned ret = 0;
1129
1130 vect_loops_num = number_of_loops (cfun);
1131
1132 /* Bail out if there are no loops. */
1133 if (vect_loops_num <= 1)
1134 return 0;
1135
1136 if (cfun->has_simduid_loops)
1137 note_simd_array_uses (&simd_array_to_simduid_htab);
1138
1139 /* ----------- Analyze loops. ----------- */
1140
1141 /* If some loop was duplicated, it gets bigger number
1142 than all previously defined loops. This fact allows us to run
1143 only over initial loops skipping newly generated ones. */
1144 FOR_EACH_LOOP (loop, 0)
1145 if (loop->dont_vectorize)
1146 {
1147 any_ifcvt_loops = true;
1148 /* If-conversion sometimes versions both the outer loop
1149 (for the case when outer loop vectorization might be
1150 desirable) as well as the inner loop in the scalar version
1151 of the loop. So we have:
1152 if (LOOP_VECTORIZED (1, 3))
1153 {
1154 loop1
1155 loop2
1156 }
1157 else
1158 loop3 (copy of loop1)
1159 if (LOOP_VECTORIZED (4, 5))
1160 loop4 (copy of loop2)
1161 else
1162 loop5 (copy of loop4)
1163 If FOR_EACH_LOOP gives us loop3 first (which has
1164 dont_vectorize set), make sure to process loop1 before loop4;
1165 so that we can prevent vectorization of loop4 if loop1
1166 is successfully vectorized. */
1167 if (loop->inner)
1168 {
1169 gimple *loop_vectorized_call
1170 = vect_loop_vectorized_call (loop);
1171 if (loop_vectorized_call
1172 && vect_loop_vectorized_call (loop->inner))
1173 {
1174 tree arg = gimple_call_arg (loop_vectorized_call, 0);
1175 class loop *vector_loop
1176 = get_loop (cfun, tree_to_shwi (arg));
1177 if (vector_loop && vector_loop != loop)
1178 {
1179 /* Make sure we don't vectorize it twice. */
1180 vector_loop->dont_vectorize = true;
1181 ret |= try_vectorize_loop (simduid_to_vf_htab,
1182 &num_vectorized_loops,
1183 vector_loop);
1184 }
1185 }
1186 }
1187 }
1188 else
1189 ret |= try_vectorize_loop (simduid_to_vf_htab, &num_vectorized_loops,
1190 loop);
1191
1192 vect_location = dump_user_location_t ();
1193
1194 statistics_counter_event (cfun, "Vectorized loops", num_vectorized_loops);
1195 if (dump_enabled_p ()
1196 || (num_vectorized_loops > 0 && dump_enabled_p ()))
1197 dump_printf_loc (MSG_NOTE, vect_location,
1198 "vectorized %u loops in function.\n",
1199 num_vectorized_loops);
1200
1201 /* ----------- Finalize. ----------- */
1202
1203 if (any_ifcvt_loops)
1204 for (i = 1; i < number_of_loops (cfun); i++)
1205 {
1206 loop = get_loop (cfun, i);
1207 if (loop && loop->dont_vectorize)
1208 {
1209 gimple *g = vect_loop_vectorized_call (loop);
1210 if (g)
1211 {
1212 fold_loop_internal_call (g, boolean_false_node);
1213 ret |= TODO_cleanup_cfg;
1214 g = NULL;
1215 }
1216 else
1217 g = vect_loop_dist_alias_call (loop);
1218
1219 if (g)
1220 {
1221 fold_loop_internal_call (g, boolean_false_node);
1222 ret |= TODO_cleanup_cfg;
1223 }
1224 }
1225 }
1226
1227 for (i = 1; i < number_of_loops (cfun); i++)
1228 {
1229 loop_vec_info loop_vinfo;
1230 bool has_mask_store;
1231
1232 loop = get_loop (cfun, i);
1233 if (!loop || !loop->aux)
1234 continue;
1235 loop_vinfo = (loop_vec_info) loop->aux;
1236 has_mask_store = LOOP_VINFO_HAS_MASK_STORE (loop_vinfo);
1237 delete loop_vinfo;
1238 if (has_mask_store
1239 && targetm.vectorize.empty_mask_is_expensive (IFN_MASK_STORE))
1240 optimize_mask_stores (loop);
1241 loop->aux = NULL;
1242 }
1243
1244 /* Fold IFN_GOMP_SIMD_{VF,LANE,LAST_LANE,ORDERED_{START,END}} builtins. */
1245 if (cfun->has_simduid_loops)
1246 adjust_simduid_builtins (simduid_to_vf_htab);
1247
1248 /* Shrink any "omp array simd" temporary arrays to the
1249 actual vectorization factors. */
1250 if (simd_array_to_simduid_htab)
1251 shrink_simd_arrays (simd_array_to_simduid_htab, simduid_to_vf_htab);
1252 delete simduid_to_vf_htab;
1253 cfun->has_simduid_loops = false;
1254
1255 if (num_vectorized_loops > 0)
1256 {
1257 /* If we vectorized any loop only virtual SSA form needs to be updated.
1258 ??? Also while we try hard to update loop-closed SSA form we fail
1259 to properly do this in some corner-cases (see PR56286). */
1260 rewrite_into_loop_closed_ssa (NULL, TODO_update_ssa_only_virtuals);
1261 return TODO_cleanup_cfg;
1262 }
1263
1264 return ret;
1265 }
1266
1267
1268 /* Entry point to the simduid cleanup pass. */
1269
1270 namespace {
1271
1272 const pass_data pass_data_simduid_cleanup =
1273 {
1274 GIMPLE_PASS, /* type */
1275 "simduid", /* name */
1276 OPTGROUP_NONE, /* optinfo_flags */
1277 TV_NONE, /* tv_id */
1278 ( PROP_ssa | PROP_cfg ), /* properties_required */
1279 0, /* properties_provided */
1280 0, /* properties_destroyed */
1281 0, /* todo_flags_start */
1282 0, /* todo_flags_finish */
1283 };
1284
1285 class pass_simduid_cleanup : public gimple_opt_pass
1286 {
1287 public:
1288 pass_simduid_cleanup (gcc::context *ctxt)
1289 : gimple_opt_pass (pass_data_simduid_cleanup, ctxt)
1290 {}
1291
1292 /* opt_pass methods: */
1293 opt_pass * clone () { return new pass_simduid_cleanup (m_ctxt); }
1294 virtual bool gate (function *fun) { return fun->has_simduid_loops; }
1295 virtual unsigned int execute (function *);
1296
1297 }; // class pass_simduid_cleanup
1298
1299 unsigned int
1300 pass_simduid_cleanup::execute (function *fun)
1301 {
1302 hash_table<simd_array_to_simduid> *simd_array_to_simduid_htab = NULL;
1303
1304 note_simd_array_uses (&simd_array_to_simduid_htab);
1305
1306 /* Fold IFN_GOMP_SIMD_{VF,LANE,LAST_LANE,ORDERED_{START,END}} builtins. */
1307 adjust_simduid_builtins (NULL);
1308
1309 /* Shrink any "omp array simd" temporary arrays to the
1310 actual vectorization factors. */
1311 if (simd_array_to_simduid_htab)
1312 shrink_simd_arrays (simd_array_to_simduid_htab, NULL);
1313 fun->has_simduid_loops = false;
1314 return 0;
1315 }
1316
1317 } // anon namespace
1318
1319 gimple_opt_pass *
1320 make_pass_simduid_cleanup (gcc::context *ctxt)
1321 {
1322 return new pass_simduid_cleanup (ctxt);
1323 }
1324
1325
1326 /* Entry point to basic block SLP phase. */
1327
1328 namespace {
1329
1330 const pass_data pass_data_slp_vectorize =
1331 {
1332 GIMPLE_PASS, /* type */
1333 "slp", /* name */
1334 OPTGROUP_LOOP | OPTGROUP_VEC, /* optinfo_flags */
1335 TV_TREE_SLP_VECTORIZATION, /* tv_id */
1336 ( PROP_ssa | PROP_cfg ), /* properties_required */
1337 0, /* properties_provided */
1338 0, /* properties_destroyed */
1339 0, /* todo_flags_start */
1340 TODO_update_ssa, /* todo_flags_finish */
1341 };
1342
1343 class pass_slp_vectorize : public gimple_opt_pass
1344 {
1345 public:
1346 pass_slp_vectorize (gcc::context *ctxt)
1347 : gimple_opt_pass (pass_data_slp_vectorize, ctxt)
1348 {}
1349
1350 /* opt_pass methods: */
1351 opt_pass * clone () { return new pass_slp_vectorize (m_ctxt); }
1352 virtual bool gate (function *) { return flag_tree_slp_vectorize != 0; }
1353 virtual unsigned int execute (function *);
1354
1355 }; // class pass_slp_vectorize
1356
1357 unsigned int
1358 pass_slp_vectorize::execute (function *fun)
1359 {
1360 auto_purge_vect_location sentinel;
1361 basic_block bb;
1362
1363 bool in_loop_pipeline = scev_initialized_p ();
1364 if (!in_loop_pipeline)
1365 {
1366 loop_optimizer_init (LOOPS_NORMAL);
1367 scev_initialize ();
1368 }
1369
1370 /* Mark all stmts as not belonging to the current region and unvisited. */
1371 FOR_EACH_BB_FN (bb, fun)
1372 {
1373 for (gimple_stmt_iterator gsi = gsi_start_bb (bb); !gsi_end_p (gsi);
1374 gsi_next (&gsi))
1375 {
1376 gimple *stmt = gsi_stmt (gsi);
1377 gimple_set_uid (stmt, -1);
1378 gimple_set_visited (stmt, false);
1379 }
1380 }
1381
1382 FOR_EACH_BB_FN (bb, fun)
1383 {
1384 if (vect_slp_bb (bb))
1385 if (dump_enabled_p ())
1386 dump_printf_loc (MSG_NOTE, vect_location, "basic block vectorized\n");
1387 }
1388
1389 if (!in_loop_pipeline)
1390 {
1391 scev_finalize ();
1392 loop_optimizer_finalize ();
1393 }
1394
1395 return 0;
1396 }
1397
1398 } // anon namespace
1399
1400 gimple_opt_pass *
1401 make_pass_slp_vectorize (gcc::context *ctxt)
1402 {
1403 return new pass_slp_vectorize (ctxt);
1404 }
1405
1406
1407 /* Increase alignment of global arrays to improve vectorization potential.
1408 TODO:
1409 - Consider also structs that have an array field.
1410 - Use ipa analysis to prune arrays that can't be vectorized?
1411 This should involve global alignment analysis and in the future also
1412 array padding. */
1413
1414 static unsigned get_vec_alignment_for_type (tree);
1415 static hash_map<tree, unsigned> *type_align_map;
1416
1417 /* Return alignment of array's vector type corresponding to scalar type.
1418 0 if no vector type exists. */
1419 static unsigned
1420 get_vec_alignment_for_array_type (tree type)
1421 {
1422 gcc_assert (TREE_CODE (type) == ARRAY_TYPE);
1423 poly_uint64 array_size, vector_size;
1424
1425 tree scalar_type = strip_array_types (type);
1426 tree vectype = get_related_vectype_for_scalar_type (VOIDmode, scalar_type);
1427 if (!vectype
1428 || !poly_int_tree_p (TYPE_SIZE (type), &array_size)
1429 || !poly_int_tree_p (TYPE_SIZE (vectype), &vector_size)
1430 || maybe_lt (array_size, vector_size))
1431 return 0;
1432
1433 return TYPE_ALIGN (vectype);
1434 }
1435
1436 /* Return alignment of field having maximum alignment of vector type
1437 corresponding to it's scalar type. For now, we only consider fields whose
1438 offset is a multiple of it's vector alignment.
1439 0 if no suitable field is found. */
1440 static unsigned
1441 get_vec_alignment_for_record_type (tree type)
1442 {
1443 gcc_assert (TREE_CODE (type) == RECORD_TYPE);
1444
1445 unsigned max_align = 0, alignment;
1446 HOST_WIDE_INT offset;
1447 tree offset_tree;
1448
1449 if (TYPE_PACKED (type))
1450 return 0;
1451
1452 unsigned *slot = type_align_map->get (type);
1453 if (slot)
1454 return *slot;
1455
1456 for (tree field = first_field (type);
1457 field != NULL_TREE;
1458 field = DECL_CHAIN (field))
1459 {
1460 /* Skip if not FIELD_DECL or if alignment is set by user. */
1461 if (TREE_CODE (field) != FIELD_DECL
1462 || DECL_USER_ALIGN (field)
1463 || DECL_ARTIFICIAL (field))
1464 continue;
1465
1466 /* We don't need to process the type further if offset is variable,
1467 since the offsets of remaining members will also be variable. */
1468 if (TREE_CODE (DECL_FIELD_OFFSET (field)) != INTEGER_CST
1469 || TREE_CODE (DECL_FIELD_BIT_OFFSET (field)) != INTEGER_CST)
1470 break;
1471
1472 /* Similarly stop processing the type if offset_tree
1473 does not fit in unsigned HOST_WIDE_INT. */
1474 offset_tree = bit_position (field);
1475 if (!tree_fits_uhwi_p (offset_tree))
1476 break;
1477
1478 offset = tree_to_uhwi (offset_tree);
1479 alignment = get_vec_alignment_for_type (TREE_TYPE (field));
1480
1481 /* Get maximum alignment of vectorized field/array among those members
1482 whose offset is multiple of the vector alignment. */
1483 if (alignment
1484 && (offset % alignment == 0)
1485 && (alignment > max_align))
1486 max_align = alignment;
1487 }
1488
1489 type_align_map->put (type, max_align);
1490 return max_align;
1491 }
1492
1493 /* Return alignment of vector type corresponding to decl's scalar type
1494 or 0 if it doesn't exist or the vector alignment is lesser than
1495 decl's alignment. */
1496 static unsigned
1497 get_vec_alignment_for_type (tree type)
1498 {
1499 if (type == NULL_TREE)
1500 return 0;
1501
1502 gcc_assert (TYPE_P (type));
1503
1504 static unsigned alignment = 0;
1505 switch (TREE_CODE (type))
1506 {
1507 case ARRAY_TYPE:
1508 alignment = get_vec_alignment_for_array_type (type);
1509 break;
1510 case RECORD_TYPE:
1511 alignment = get_vec_alignment_for_record_type (type);
1512 break;
1513 default:
1514 alignment = 0;
1515 break;
1516 }
1517
1518 return (alignment > TYPE_ALIGN (type)) ? alignment : 0;
1519 }
1520
1521 /* Entry point to increase_alignment pass. */
1522 static unsigned int
1523 increase_alignment (void)
1524 {
1525 varpool_node *vnode;
1526
1527 vect_location = dump_user_location_t ();
1528 type_align_map = new hash_map<tree, unsigned>;
1529
1530 /* Increase the alignment of all global arrays for vectorization. */
1531 FOR_EACH_DEFINED_VARIABLE (vnode)
1532 {
1533 tree decl = vnode->decl;
1534 unsigned int alignment;
1535
1536 if ((decl_in_symtab_p (decl)
1537 && !symtab_node::get (decl)->can_increase_alignment_p ())
1538 || DECL_USER_ALIGN (decl) || DECL_ARTIFICIAL (decl))
1539 continue;
1540
1541 alignment = get_vec_alignment_for_type (TREE_TYPE (decl));
1542 if (alignment && vect_can_force_dr_alignment_p (decl, alignment))
1543 {
1544 vnode->increase_alignment (alignment);
1545 if (dump_enabled_p ())
1546 dump_printf (MSG_NOTE, "Increasing alignment of decl: %T\n", decl);
1547 }
1548 }
1549
1550 delete type_align_map;
1551 return 0;
1552 }
1553
1554
1555 namespace {
1556
1557 const pass_data pass_data_ipa_increase_alignment =
1558 {
1559 SIMPLE_IPA_PASS, /* type */
1560 "increase_alignment", /* name */
1561 OPTGROUP_LOOP | OPTGROUP_VEC, /* optinfo_flags */
1562 TV_IPA_OPT, /* tv_id */
1563 0, /* properties_required */
1564 0, /* properties_provided */
1565 0, /* properties_destroyed */
1566 0, /* todo_flags_start */
1567 0, /* todo_flags_finish */
1568 };
1569
1570 class pass_ipa_increase_alignment : public simple_ipa_opt_pass
1571 {
1572 public:
1573 pass_ipa_increase_alignment (gcc::context *ctxt)
1574 : simple_ipa_opt_pass (pass_data_ipa_increase_alignment, ctxt)
1575 {}
1576
1577 /* opt_pass methods: */
1578 virtual bool gate (function *)
1579 {
1580 return flag_section_anchors && flag_tree_loop_vectorize;
1581 }
1582
1583 virtual unsigned int execute (function *) { return increase_alignment (); }
1584
1585 }; // class pass_ipa_increase_alignment
1586
1587 } // anon namespace
1588
1589 simple_ipa_opt_pass *
1590 make_pass_ipa_increase_alignment (gcc::context *ctxt)
1591 {
1592 return new pass_ipa_increase_alignment (ctxt);
1593 }
1594
1595 /* If the condition represented by T is a comparison or the SSA name
1596 result of a comparison, extract the comparison's operands. Represent
1597 T as NE_EXPR <T, 0> otherwise. */
1598
1599 void
1600 scalar_cond_masked_key::get_cond_ops_from_tree (tree t)
1601 {
1602 if (TREE_CODE_CLASS (TREE_CODE (t)) == tcc_comparison)
1603 {
1604 this->code = TREE_CODE (t);
1605 this->op0 = TREE_OPERAND (t, 0);
1606 this->op1 = TREE_OPERAND (t, 1);
1607 return;
1608 }
1609
1610 if (TREE_CODE (t) == SSA_NAME)
1611 if (gassign *stmt = dyn_cast<gassign *> (SSA_NAME_DEF_STMT (t)))
1612 {
1613 tree_code code = gimple_assign_rhs_code (stmt);
1614 if (TREE_CODE_CLASS (code) == tcc_comparison)
1615 {
1616 this->code = code;
1617 this->op0 = gimple_assign_rhs1 (stmt);
1618 this->op1 = gimple_assign_rhs2 (stmt);
1619 return;
1620 }
1621 }
1622
1623 this->code = NE_EXPR;
1624 this->op0 = t;
1625 this->op1 = build_zero_cst (TREE_TYPE (t));
1626 }