1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
1415
1416
1417
1418
1419
1420
1421
1422
1423
1424
1425
1426
1427
1428
1429
1430
1431
1432
1433
1434
1435
1436
1437
1438
1439
1440
1441
1442
1443
1444
1445
1446
1447
1448
1449
1450
1451
1452
1453
1454
1455
1456
1457
1458
1459
1460
1461
1462
1463
1464
1465
1466
1467
1468
1469
1470
1471
1472
1473
1474
1475
1476
1477
1478
1479
1480
1481
1482
1483
1484
1485
1486
1487
1488
1489
1490
1491
1492
1493
1494
1495
1496
1497
1498
1499
1500
1501
1502
1503
1504
1505
1506
1507
1508
1509
1510
1511
1512
1513
1514
1515
1516
1517
1518
1519
1520
1521
1522
1523
1524
1525
1526
1527
1528
1529
1530
1531
1532
1533
1534
1535
1536
1537
1538
1539
1540
1541
1542
1543
1544
1545
1546
1547
1548
1549
1550
1551
1552
1553
1554
1555
1556
1557
1558
1559
1560
1561
1562
1563
1564
1565
1566
1567
1568
1569
1570
1571
1572
1573
1574
1575
1576
1577
1578
1579
1580
1581
1582
1583
1584
1585
1586
1587
1588
1589
1590
1591
1592
1593
1594
1595
1596
1597
1598
1599
1600
1601
1602
1603
1604
1605
1606
1607
1608
1609
1610
1611
1612
1613
1614
1615
1616
1617
1618
1619
1620
1621
1622
1623
1624
1625
1626
1627
1628
1629
1630
1631
1632
1633
1634
1635
1636
1637
1638
1639
1640
1641
1642
1643
1644
1645
1646
1647
1648
1649
1650
1651
1652
1653
1654
1655
1656
1657
1658
1659
1660
1661
1662
1663
1664
1665
1666
1667
1668
1669
1670
1671
1672
1673
1674
1675
1676
1677
1678
1679
1680
1681
1682
1683
1684
1685
1686
1687
1688
1689
1690
1691
1692
1693
1694
1695
1696
1697
1698
1699
1700
1701
1702
1703
1704
1705
1706
1707
1708
1709
1710
1711
1712
1713
1714
1715
1716
1717
1718
1719
1720
1721
1722
1723
1724
1725
1726
1727
1728
1729
1730
1731
1732
1733
1734
1735
1736
1737
1738
1739
1740
1741
1742
1743
1744
1745
1746
1747
1748
1749
1750
1751
1752
1753
1754
1755
1756
1757
1758
1759
1760
1761
1762
1763
1764
1765
1766
1767
1768
1769
1770
1771
1772
1773
1774
1775
1776
1777
1778
1779
1780
1781
1782
1783
1784
1785
1786
1787
1788
1789
1790
1791
1792
1793
1794
1795
1796
1797
1798
1799
1800
1801
1802
1803
1804
1805
1806
1807
1808
1809
1810
|
/* Loop versioning pass.
Copyright (C) 2018-2023 Free Software Foundation, Inc.
This file is part of GCC.
GCC is free software; you can redistribute it and/or modify it
under the terms of the GNU General Public License as published by the
Free Software Foundation; either version 3, or (at your option) any
later version.
GCC is distributed in the hope that it will be useful, but WITHOUT
ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
for more details.
You should have received a copy of the GNU General Public License
along with GCC; see the file COPYING3. If not see
<http://www.gnu.org/licenses/>. */
#include "config.h"
#include "system.h"
#include "coretypes.h"
#include "backend.h"
#include "tree.h"
#include "gimple.h"
#include "gimple-iterator.h"
#include "tree-pass.h"
#include "gimplify-me.h"
#include "cfgloop.h"
#include "tree-ssa-loop.h"
#include "ssa.h"
#include "tree-scalar-evolution.h"
#include "tree-ssa-loop-ivopts.h"
#include "fold-const.h"
#include "tree-ssa-propagate.h"
#include "tree-inline.h"
#include "domwalk.h"
#include "tree-vectorizer.h"
#include "omp-general.h"
#include "predict.h"
#include "tree-into-ssa.h"
#include "gimple-range.h"
#include "tree-cfg.h"
namespace {
/* This pass looks for loops that could be simplified if certain loop
invariant conditions were true. It is effectively a form of loop
splitting in which the pass produces the split conditions itself,
instead of using ones that are already present in the IL.
Versioning for when strides are 1
---------------------------------
At the moment the only thing the pass looks for are memory references
like:
for (auto i : ...)
...x[i * stride]...
It considers changing such loops to:
if (stride == 1)
for (auto i : ...) [A]
...x[i]...
else
for (auto i : ...) [B]
...x[i * stride]...
This can have several benefits:
(1) [A] is often easier or cheaper to vectorize than [B].
(2) The scalar code in [A] is simpler than the scalar code in [B]
(if the loops cannot be vectorized or need an epilogue loop).
(3) We might recognize [A] as a pattern, such as a memcpy or memset.
(4) [A] has simpler address evolutions, which can help other passes
like loop interchange.
The optimization is particularly useful for assumed-shape arrays in
Fortran, where the stride of the innermost dimension depends on the
array descriptor but is often equal to 1 in practice. For example:
subroutine f1(x)
real :: x(:)
x(:) = 100
end subroutine f1
generates the equivalent of:
raw_stride = *x.dim[0].stride;
stride = raw_stride != 0 ? raw_stride : 1;
x_base = *x.data;
...
tmp1 = stride * S;
tmp2 = tmp1 - stride;
*x_base[tmp2] = 1.0e+2;
but in the common case that stride == 1, the last three statements
simplify to:
tmp3 = S + -1;
*x_base[tmp3] = 1.0e+2;
The optimization is in principle very simple. The difficult parts are:
(a) deciding which parts of a general address calculation correspond
to the inner dimension of an array, since this usually isn't explicit
in the IL, and for C often isn't even explicit in the source code
(b) estimating when the transformation is worthwhile
Structure
---------
The pass has four phases:
(1) Walk through the statements looking for and recording potential
versioning opportunities. Stop if there are none.
(2) Use context-sensitive range information to see whether any versioning
conditions are impossible in practice. Remove them if so, and stop
if no opportunities remain.
(We do this only after (1) to keep compile time down when no
versioning opportunities exist.)
(3) Apply the cost model. Decide which versioning opportunities are
worthwhile and at which nesting level they should be applied.
(4) Attempt to version all the loops selected by (3), so that:
for (...)
...
becomes:
if (!cond)
for (...) // Original loop
...
else
for (...) // New loop
...
Use the version condition COND to simplify the new loop. */
/* Enumerates the likelihood that a particular value indexes the inner
dimension of an array. */
enum inner_likelihood {
INNER_UNLIKELY,
INNER_DONT_KNOW,
INNER_LIKELY
};
/* Information about one term of an address_info. */
struct address_term_info
{
/* The value of the term is EXPR * MULTIPLIER. */
tree expr;
unsigned HOST_WIDE_INT multiplier;
/* The stride applied by EXPR in each iteration of some unrecorded loop,
or null if no stride has been identified. */
tree stride;
/* Enumerates the likelihood that EXPR indexes the inner dimension
of an array. */
enum inner_likelihood inner_likelihood;
/* True if STRIDE == 1 is a versioning opportunity when considered
in isolation. */
bool versioning_opportunity_p;
};
/* Information about an address calculation, and the range of constant
offsets applied to it. */
class address_info
{
public:
static const unsigned int MAX_TERMS = 8;
/* One statement that calculates the address. If multiple statements
share the same address, we only record the first. */
gimple *stmt;
/* The loop containing STMT (cached for convenience). If multiple
statements share the same address, they all belong to this loop. */
class loop *loop;
/* A decomposition of the calculation into a sum of terms plus an
optional base. When BASE is provided, it is never an SSA name.
Once initialization is complete, all members of TERMs are SSA names. */
tree base;
auto_vec<address_term_info, MAX_TERMS> terms;
/* All bytes accessed from the address fall in the offset range
[MIN_OFFSET, MAX_OFFSET). */
HOST_WIDE_INT min_offset, max_offset;
};
/* Stores addresses based on their base and terms (ignoring the offsets). */
struct address_info_hasher : nofree_ptr_hash <address_info>
{
static hashval_t hash (const address_info *);
static bool equal (const address_info *, const address_info *);
};
/* Information about the versioning we'd like to apply to a loop. */
class loop_info
{
public:
bool worth_versioning_p () const;
/* True if we've decided not to version this loop. The remaining
fields are meaningless if so. */
bool rejected_p;
/* True if at least one subloop of this loop benefits from versioning. */
bool subloops_benefit_p;
/* An estimate of the total number of instructions in the loop,
excluding those in subloops that benefit from versioning. */
unsigned int num_insns;
/* The outermost loop that can handle all the version checks
described below. */
class loop *outermost;
/* The first entry in the list of blocks that belong to this loop
(and not to subloops). m_next_block_in_loop provides the chain
pointers for the list. */
basic_block block_list;
/* We'd like to version the loop for the case in which these SSA names
(keyed off their SSA_NAME_VERSION) are all equal to 1 at runtime. */
bitmap_head unity_names;
/* If versioning succeeds, this points the version of the loop that
assumes the version conditions holds. */
class loop *optimized_loop;
};
/* The main pass structure. */
class loop_versioning
{
public:
loop_versioning (function *);
~loop_versioning ();
unsigned int run ();
private:
/* Used to walk the dominator tree to find loop versioning conditions
that are always false. */
class lv_dom_walker : public dom_walker
{
public:
lv_dom_walker (loop_versioning &);
edge before_dom_children (basic_block) final override;
private:
/* The parent pass. */
loop_versioning &m_lv;
};
/* Used to simplify statements based on conditions that are established
by the version checks. */
class name_prop : public substitute_and_fold_engine
{
public:
name_prop (loop_info &li) : m_li (li) {}
tree value_of_expr (tree name, gimple *) final override;
private:
/* Information about the versioning we've performed on the loop. */
loop_info &m_li;
};
loop_info &get_loop_info (class loop *loop) { return m_loops[loop->num]; }
unsigned int max_insns_for_loop (class loop *);
bool expensive_stmt_p (gimple *);
void version_for_unity (gimple *, tree);
bool acceptable_multiplier_p (tree, unsigned HOST_WIDE_INT,
unsigned HOST_WIDE_INT * = 0);
bool acceptable_type_p (tree, unsigned HOST_WIDE_INT *);
bool multiply_term_by (address_term_info &, tree);
inner_likelihood get_inner_likelihood (tree, unsigned HOST_WIDE_INT);
void dump_inner_likelihood (address_info &, address_term_info &);
void analyze_stride (address_info &, address_term_info &,
tree, class loop *);
bool find_per_loop_multiplication (address_info &, address_term_info &);
bool analyze_term_using_scevs (address_info &, address_term_info &);
void analyze_arbitrary_term (address_info &, address_term_info &);
void analyze_address_fragment (address_info &);
void record_address_fragment (gimple *, unsigned HOST_WIDE_INT,
tree, unsigned HOST_WIDE_INT, HOST_WIDE_INT);
void analyze_expr (gimple *, tree);
bool analyze_block (basic_block);
bool analyze_blocks ();
void prune_loop_conditions (class loop *);
bool prune_conditions ();
void merge_loop_info (class loop *, class loop *);
void add_loop_to_queue (class loop *);
bool decide_whether_loop_is_versionable (class loop *);
bool make_versioning_decisions ();
bool version_loop (class loop *);
void implement_versioning_decisions ();
/* The function we're optimizing. */
function *m_fn;
/* The obstack to use for all pass-specific bitmaps. */
bitmap_obstack m_bitmap_obstack;
/* An obstack to use for general allocation. */
obstack m_obstack;
/* The number of loops in the function. */
unsigned int m_nloops;
/* The total number of loop version conditions we've found. */
unsigned int m_num_conditions;
/* Assume that an address fragment of the form i * stride * scale
(for variable stride and constant scale) will not benefit from
versioning for stride == 1 when scale is greater than this value. */
unsigned HOST_WIDE_INT m_maximum_scale;
/* Information about each loop. */
auto_vec<loop_info> m_loops;
/* Used to form a linked list of blocks that belong to a loop,
started by loop_info::block_list. */
auto_vec<basic_block> m_next_block_in_loop;
/* The list of loops that we've decided to version. */
auto_vec<class loop *> m_loops_to_version;
/* A table of addresses in the current loop, keyed off their values
but not their offsets. */
hash_table <address_info_hasher> m_address_table;
/* A list of all addresses in M_ADDRESS_TABLE, in a predictable order. */
auto_vec <address_info *, 32> m_address_list;
};
/* If EXPR is an SSA name and not a default definition, return the
defining statement, otherwise return null. */
static gimple *
maybe_get_stmt (tree expr)
{
if (TREE_CODE (expr) == SSA_NAME && !SSA_NAME_IS_DEFAULT_DEF (expr))
return SSA_NAME_DEF_STMT (expr);
return NULL;
}
/* Like maybe_get_stmt, but also return null if the defining
statement isn't an assignment. */
static gassign *
maybe_get_assign (tree expr)
{
return safe_dyn_cast <gassign *> (maybe_get_stmt (expr));
}
/* Return true if this pass should look through a cast of expression FROM
to type TYPE when analyzing pieces of an address. */
static bool
look_through_cast_p (tree type, tree from)
{
return (INTEGRAL_TYPE_P (TREE_TYPE (from)) == INTEGRAL_TYPE_P (type)
&& POINTER_TYPE_P (TREE_TYPE (from)) == POINTER_TYPE_P (type));
}
/* Strip all conversions of integers or pointers from EXPR, regardless
of whether the conversions are nops. This is useful in the context
of this pass because we're not trying to fold or simulate the
expression; we just want to see how it's structured. */
static tree
strip_casts (tree expr)
{
const unsigned int MAX_NITERS = 4;
tree type = TREE_TYPE (expr);
while (CONVERT_EXPR_P (expr)
&& look_through_cast_p (type, TREE_OPERAND (expr, 0)))
expr = TREE_OPERAND (expr, 0);
for (unsigned int niters = 0; niters < MAX_NITERS; ++niters)
{
gassign *assign = maybe_get_assign (expr);
if (assign
&& CONVERT_EXPR_CODE_P (gimple_assign_rhs_code (assign))
&& look_through_cast_p (type, gimple_assign_rhs1 (assign)))
expr = gimple_assign_rhs1 (assign);
else
break;
}
return expr;
}
/* Compare two address_term_infos in the same address_info. */
static int
compare_address_terms (const void *a_uncast, const void *b_uncast)
{
const address_term_info *a = (const address_term_info *) a_uncast;
const address_term_info *b = (const address_term_info *) b_uncast;
if (a->expr != b->expr)
return SSA_NAME_VERSION (a->expr) < SSA_NAME_VERSION (b->expr) ? -1 : 1;
if (a->multiplier != b->multiplier)
return a->multiplier < b->multiplier ? -1 : 1;
return 0;
}
/* Dump ADDRESS using flags FLAGS. */
static void
dump_address_info (dump_flags_t flags, address_info &address)
{
if (address.base)
dump_printf (flags, "%T + ", address.base);
for (unsigned int i = 0; i < address.terms.length (); ++i)
{
if (i != 0)
dump_printf (flags, " + ");
dump_printf (flags, "%T", address.terms[i].expr);
if (address.terms[i].multiplier != 1)
dump_printf (flags, " * %wd", address.terms[i].multiplier);
}
dump_printf (flags, " + [%wd, %wd]",
address.min_offset, address.max_offset - 1);
}
/* Hash an address_info based on its base and terms. */
hashval_t
address_info_hasher::hash (const address_info *info)
{
inchash::hash hash;
hash.add_int (info->base ? TREE_CODE (info->base) : 0);
hash.add_int (info->terms.length ());
for (unsigned int i = 0; i < info->terms.length (); ++i)
{
hash.add_int (SSA_NAME_VERSION (info->terms[i].expr));
hash.add_hwi (info->terms[i].multiplier);
}
return hash.end ();
}
/* Return true if two address_infos have equal bases and terms. Other
properties might be different (such as the statement or constant
offset range). */
bool
address_info_hasher::equal (const address_info *a, const address_info *b)
{
if (a->base != b->base
&& (!a->base || !b->base || !operand_equal_p (a->base, b->base, 0)))
return false;
if (a->terms.length () != b->terms.length ())
return false;
for (unsigned int i = 0; i < a->terms.length (); ++i)
if (a->terms[i].expr != b->terms[i].expr
|| a->terms[i].multiplier != b->terms[i].multiplier)
return false;
return true;
}
/* Return true if we want to version the loop, i.e. if we have a
specific reason for doing so and no specific reason not to. */
bool
loop_info::worth_versioning_p () const
{
return (!rejected_p
&& (!bitmap_empty_p (&unity_names) || subloops_benefit_p));
}
loop_versioning::lv_dom_walker::lv_dom_walker (loop_versioning &lv)
: dom_walker (CDI_DOMINATORS), m_lv (lv)
{
}
/* Process BB before processing the blocks it dominates. */
edge
loop_versioning::lv_dom_walker::before_dom_children (basic_block bb)
{
if (bb == bb->loop_father->header)
m_lv.prune_loop_conditions (bb->loop_father);
return NULL;
}
/* Decide whether to replace VAL with a new value in a versioned loop.
Return the new value if so, otherwise return null. */
tree
loop_versioning::name_prop::value_of_expr (tree val, gimple *)
{
if (TREE_CODE (val) == SSA_NAME
&& bitmap_bit_p (&m_li.unity_names, SSA_NAME_VERSION (val)))
return build_one_cst (TREE_TYPE (val));
return NULL_TREE;
}
/* Initialize the structure to optimize FN. */
loop_versioning::loop_versioning (function *fn)
: m_fn (fn),
m_nloops (number_of_loops (fn)),
m_num_conditions (0),
m_address_table (31)
{
bitmap_obstack_initialize (&m_bitmap_obstack);
gcc_obstack_init (&m_obstack);
/* Initialize the loop information. */
m_loops.safe_grow_cleared (m_nloops, true);
for (unsigned int i = 0; i < m_nloops; ++i)
{
m_loops[i].outermost = get_loop (m_fn, 0);
bitmap_initialize (&m_loops[i].unity_names, &m_bitmap_obstack);
}
/* Initialize the list of blocks that belong to each loop. */
unsigned int nbbs = last_basic_block_for_fn (fn);
m_next_block_in_loop.safe_grow (nbbs, true);
basic_block bb;
FOR_EACH_BB_FN (bb, fn)
{
loop_info &li = get_loop_info (bb->loop_father);
m_next_block_in_loop[bb->index] = li.block_list;
li.block_list = bb;
}
/* MAX_FIXED_MODE_SIZE should be a reasonable maximum scale for
unvectorizable code, since it is the largest size that can be
handled efficiently by scalar code. omp_max_vf calculates the
maximum number of bytes in a vector, when such a value is relevant
to loop optimization. */
m_maximum_scale = estimated_poly_value (omp_max_vf ());
m_maximum_scale = MAX (m_maximum_scale, MAX_FIXED_MODE_SIZE);
}
loop_versioning::~loop_versioning ()
{
bitmap_obstack_release (&m_bitmap_obstack);
obstack_free (&m_obstack, NULL);
}
/* Return the maximum number of instructions allowed in LOOP before
it becomes too big for versioning.
There are separate limits for inner and outer loops. The limit for
inner loops applies only to loops that benefit directly from versioning.
The limit for outer loops applies to all code in the outer loop and
its subloops that *doesn't* benefit directly from versioning; such code
would be "taken along for the ride". The idea is that if the cost of
the latter is small, it is better to version outer loops rather than
inner loops, both to reduce the number of repeated checks and to enable
more of the loop nest to be optimized as a natural nest (e.g. by loop
interchange or outer-loop vectorization). */
unsigned int
loop_versioning::max_insns_for_loop (class loop *loop)
{
return (loop->inner
? param_loop_versioning_max_outer_insns
: param_loop_versioning_max_inner_insns);
}
/* Return true if for cost reasons we should avoid versioning any loop
that contains STMT.
Note that we don't need to check whether versioning is invalid for
correctness reasons, since the versioning process does that for us.
The conditions involved are too rare to be worth duplicating here. */
bool
loop_versioning::expensive_stmt_p (gimple *stmt)
{
if (gcall *call = dyn_cast <gcall *> (stmt))
/* Assume for now that the time spent in an "expensive" call would
overwhelm any saving from versioning. */
return !gimple_inexpensive_call_p (call);
return false;
}
/* Record that we want to version the loop that contains STMT for the
case in which SSA name NAME is equal to 1. We already know that NAME
is invariant in the loop. */
void
loop_versioning::version_for_unity (gimple *stmt, tree name)
{
class loop *loop = loop_containing_stmt (stmt);
loop_info &li = get_loop_info (loop);
if (bitmap_set_bit (&li.unity_names, SSA_NAME_VERSION (name)))
{
/* This is the first time we've wanted to version LOOP for NAME.
Keep track of the outermost loop that can handle all versioning
checks in LI. */
class loop *outermost
= outermost_invariant_loop_for_expr (loop, name);
if (loop_depth (li.outermost) < loop_depth (outermost))
li.outermost = outermost;
if (dump_enabled_p ())
{
dump_printf_loc (MSG_NOTE, stmt, "want to version containing loop"
" for when %T == 1", name);
if (outermost == loop)
dump_printf (MSG_NOTE, "; cannot hoist check further");
else
{
dump_printf (MSG_NOTE, "; could implement the check at loop"
" depth %d", loop_depth (outermost));
if (loop_depth (li.outermost) > loop_depth (outermost))
dump_printf (MSG_NOTE, ", but other checks only allow"
" a depth of %d", loop_depth (li.outermost));
}
dump_printf (MSG_NOTE, "\n");
}
m_num_conditions += 1;
}
else
{
/* This is a duplicate request. */
if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, stmt, "already asked to version containing"
" loop for when %T == 1\n", name);
}
}
/* Return true if OP1_TREE is constant and if in principle it is worth
versioning an address fragment of the form:
i * OP1_TREE * OP2 * stride
for the case in which stride == 1. This in practice means testing
whether:
OP1_TREE * OP2 <= M_MAXIMUM_SCALE.
If RESULT is nonnull, store OP1_TREE * OP2 there when returning true. */
bool
loop_versioning::acceptable_multiplier_p (tree op1_tree,
unsigned HOST_WIDE_INT op2,
unsigned HOST_WIDE_INT *result)
{
if (tree_fits_uhwi_p (op1_tree))
{
unsigned HOST_WIDE_INT op1 = tree_to_uhwi (op1_tree);
/* The first part checks for overflow. */
if (op1 * op2 >= op2 && op1 * op2 <= m_maximum_scale)
{
if (result)
*result = op1 * op2;
return true;
}
}
return false;
}
/* Return true if it is worth using loop versioning on a memory access
of type TYPE. Store the size of the access in *SIZE if so. */
bool
loop_versioning::acceptable_type_p (tree type, unsigned HOST_WIDE_INT *size)
{
return (TYPE_SIZE_UNIT (type)
&& acceptable_multiplier_p (TYPE_SIZE_UNIT (type), 1, size));
}
/* See whether OP is constant and whether we can multiply TERM by that
constant without exceeding M_MAXIMUM_SCALE. Return true and update
TERM if so. */
bool
loop_versioning::multiply_term_by (address_term_info &term, tree op)
{
return acceptable_multiplier_p (op, term.multiplier, &term.multiplier);
}
/* Decide whether an address fragment of the form STRIDE * MULTIPLIER
is likely to be indexing an innermost dimension, returning the result
as an INNER_* probability. */
inner_likelihood
loop_versioning::get_inner_likelihood (tree stride,
unsigned HOST_WIDE_INT multiplier)
{
const unsigned int MAX_NITERS = 8;
/* Iterate over possible values of STRIDE. Return INNER_LIKELY if at
least one of those values is likely to be for the innermost dimension.
Record in UNLIKELY_P if at least one of those values is unlikely to be
for the innermost dimension.
E.g. for:
stride = cond ? a * b : 1
we should treat STRIDE as being a likely inner dimension, since
we know that it is 1 under at least some circumstances. (See the
Fortran example below.) However:
stride = a * b
on its own is unlikely to be for the innermost dimension, since
that would require both a and b to be 1 at runtime. */
bool unlikely_p = false;
tree worklist[MAX_NITERS];
unsigned int length = 0;
worklist[length++] = stride;
for (unsigned int i = 0; i < length; ++i)
{
tree expr = worklist[i];
if (CONSTANT_CLASS_P (expr))
{
/* See if EXPR * MULTIPLIER would be consistent with an individual
access or a small grouped access. */
if (acceptable_multiplier_p (expr, multiplier))
return INNER_LIKELY;
else
unlikely_p = true;
}
else if (gimple *stmt = maybe_get_stmt (expr))
{
/* If EXPR is set by a PHI node, queue its arguments in case
we find one that is consistent with an inner dimension.
An important instance of this is the Fortran handling of array
descriptors, which calculates the stride of the inner dimension
using a PHI equivalent of:
raw_stride = a.dim[0].stride;
stride = raw_stride != 0 ? raw_stride : 1;
(Strides for outer dimensions do not treat 0 specially.) */
if (gphi *phi = dyn_cast <gphi *> (stmt))
{
unsigned int nargs = gimple_phi_num_args (phi);
for (unsigned int j = 0; j < nargs && length < MAX_NITERS; ++j)
worklist[length++] = strip_casts (gimple_phi_arg_def (phi, j));
}
/* If the value is set by an assignment, expect it to be read
from memory (such as an array descriptor) rather than be
calculated. */
else if (gassign *assign = dyn_cast <gassign *> (stmt))
{
if (!gimple_assign_load_p (assign))
unlikely_p = true;
}
/* Things like calls don't really tell us anything. */
}
}
/* We didn't find any possible values of STRIDE that were likely to be
for the innermost dimension. If we found one that was actively
unlikely to be for the innermost dimension, assume that that applies
to STRIDE too. */
return unlikely_p ? INNER_UNLIKELY : INNER_DONT_KNOW;
}
/* Dump the likelihood that TERM's stride is for the innermost dimension.
ADDRESS is the address that contains TERM. */
void
loop_versioning::dump_inner_likelihood (address_info &address,
address_term_info &term)
{
if (term.inner_likelihood == INNER_LIKELY)
dump_printf_loc (MSG_NOTE, address.stmt, "%T is likely to be the"
" innermost dimension\n", term.stride);
else if (term.inner_likelihood == INNER_UNLIKELY)
dump_printf_loc (MSG_NOTE, address.stmt, "%T is probably not the"
" innermost dimension\n", term.stride);
else
dump_printf_loc (MSG_NOTE, address.stmt, "cannot tell whether %T"
" is the innermost dimension\n", term.stride);
}
/* The caller has identified that STRIDE is the stride of interest
in TERM, and that the stride is applied in OP_LOOP. Record this
information in TERM, deciding whether STRIDE is likely to be for
the innermost dimension of an array and whether it represents a
versioning opportunity. ADDRESS is the address that contains TERM. */
void
loop_versioning::analyze_stride (address_info &address,
address_term_info &term,
tree stride, class loop *op_loop)
{
term.stride = stride;
term.inner_likelihood = get_inner_likelihood (stride, term.multiplier);
if (dump_enabled_p ())
dump_inner_likelihood (address, term);
/* To be a versioning opportunity we require:
- The multiplier applied by TERM is equal to the access size,
so that when STRIDE is 1, the accesses in successive loop
iterations are consecutive.
This is deliberately conservative. We could relax it to handle
other cases (such as those with gaps between iterations) if we
find any real testcases for which it's useful.
- the stride is applied in the same loop as STMT rather than
in an outer loop. Although versioning for strides applied in
outer loops could help in some cases -- such as enabling
more loop interchange -- the savings are much lower than for
inner loops.
- the stride is an SSA name that is invariant in STMT's loop,
since otherwise versioning isn't possible. */
unsigned HOST_WIDE_INT access_size = address.max_offset - address.min_offset;
if (term.multiplier == access_size
&& address.loop == op_loop
&& TREE_CODE (stride) == SSA_NAME
&& expr_invariant_in_loop_p (address.loop, stride))
{
term.versioning_opportunity_p = true;
if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, address.stmt, "%T == 1 is a versioning"
" opportunity\n", stride);
}
}
/* See whether address term TERM (which belongs to ADDRESS) is the result
of multiplying a varying SSA name by a loop-invariant SSA name.
Return true and update TERM if so.
This handles both cases that SCEV might handle, such as:
for (int i = 0; i < n; ++i)
res += a[i * stride];
and ones in which the term varies arbitrarily between iterations, such as:
for (int i = 0; i < n; ++i)
res += a[index[i] * stride]; */
bool
loop_versioning::find_per_loop_multiplication (address_info &address,
address_term_info &term)
{
gassign *mult = maybe_get_assign (term.expr);
if (!mult || gimple_assign_rhs_code (mult) != MULT_EXPR)
return false;
class loop *mult_loop = loop_containing_stmt (mult);
if (!loop_outer (mult_loop))
return false;
tree op1 = strip_casts (gimple_assign_rhs1 (mult));
tree op2 = strip_casts (gimple_assign_rhs2 (mult));
if (TREE_CODE (op1) != SSA_NAME || TREE_CODE (op2) != SSA_NAME)
return false;
bool invariant1_p = expr_invariant_in_loop_p (mult_loop, op1);
bool invariant2_p = expr_invariant_in_loop_p (mult_loop, op2);
if (invariant1_p == invariant2_p)
return false;
/* Make sure that the loop invariant is OP2 rather than OP1. */
if (invariant1_p)
std::swap (op1, op2);
if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, address.stmt, "address term %T = varying %T"
" * loop-invariant %T\n", term.expr, op1, op2);
analyze_stride (address, term, op2, mult_loop);
return true;
}
/* Try to use scalar evolutions to find an address stride for TERM,
which belongs to ADDRESS. Return true and update TERM if so.
Here we are interested in any evolution information we can find,
not just evolutions wrt ADDRESS->LOOP. For example, if we find that
an outer loop obviously iterates over the inner dimension of an array,
that information can help us eliminate worthless versioning opportunities
in inner loops. */
bool
loop_versioning::analyze_term_using_scevs (address_info &address,
address_term_info &term)
{
gimple *setter = maybe_get_stmt (term.expr);
if (!setter)
return false;
class loop *wrt_loop = loop_containing_stmt (setter);
if (!loop_outer (wrt_loop))
return false;
tree chrec = strip_casts (analyze_scalar_evolution (wrt_loop, term.expr));
if (TREE_CODE (chrec) == POLYNOMIAL_CHREC)
{
if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, address.stmt,
"address term %T = %T\n", term.expr, chrec);
/* Peel casts and accumulate constant multiplications, up to the
limit allowed by M_MAXIMUM_SCALE. */
tree stride = strip_casts (CHREC_RIGHT (chrec));
while (TREE_CODE (stride) == MULT_EXPR
&& multiply_term_by (term, TREE_OPERAND (stride, 1)))
stride = strip_casts (TREE_OPERAND (stride, 0));
gassign *assign;
while ((assign = maybe_get_assign (stride))
&& gimple_assign_rhs_code (assign) == MULT_EXPR
&& multiply_term_by (term, gimple_assign_rhs2 (assign)))
{
if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, address.stmt,
"looking through %G", (gimple *) assign);
stride = strip_casts (gimple_assign_rhs1 (assign));
}
analyze_stride (address, term, stride, get_chrec_loop (chrec));
return true;
}
return false;
}
/* Address term TERM is an arbitrary term that provides no versioning
opportunities. Analyze it to see whether it contains any likely
inner strides, so that we don't mistakenly version for other
(less likely) candidates.
This copes with invariant innermost indices such as:
x(i, :) = 100
where the "i" component of the address is invariant in the loop
but provides the real inner stride.
ADDRESS is the address that contains TERM. */
void
loop_versioning::analyze_arbitrary_term (address_info &address,
address_term_info &term)
{
/* A multiplication offers two potential strides. Pick the one that
is most likely to be an innermost stride. */
tree expr = term.expr, alt = NULL_TREE;
gassign *mult = maybe_get_assign (expr);
if (mult && gimple_assign_rhs_code (mult) == MULT_EXPR)
{
expr = strip_casts (gimple_assign_rhs1 (mult));
alt = strip_casts (gimple_assign_rhs2 (mult));
}
term.stride = expr;
term.inner_likelihood = get_inner_likelihood (expr, term.multiplier);
if (alt)
{
inner_likelihood alt_l = get_inner_likelihood (alt, term.multiplier);
if (alt_l > term.inner_likelihood)
{
term.stride = alt;
term.inner_likelihood = alt_l;
}
}
if (dump_enabled_p ())
dump_inner_likelihood (address, term);
}
/* Try to identify loop strides in ADDRESS and try to choose realistic
versioning opportunities based on these strides.
The main difficulty here isn't finding strides that could be used
in a version check (that's pretty easy). The problem instead is to
avoid versioning for some stride S that is unlikely ever to be 1 at
runtime. Versioning for S == 1 on its own would lead to unnecessary
code bloat, while adding S == 1 to more realistic version conditions
would lose the optimisation opportunity offered by those other conditions.
For example, versioning for a stride of 1 in the Fortran code:
integer :: a(:,:)
a(1,:) = 1
is not usually a good idea, since the assignment is iterating over
an outer dimension and is relatively unlikely to have a stride of 1.
(It isn't impossible, since the inner dimension might be 1, or the
array might be transposed.) Similarly, in:
integer :: a(:,:), b(:,:)
b(:,1) = a(1,:)
b(:,1) is relatively likely to have a stride of 1 while a(1,:) isn't.
Versioning for when both strides are 1 would lose most of the benefit
of versioning for b's access.
The approach we take is as follows:
- Analyze each term to see whether it has an identifiable stride,
regardless of which loop applies the stride.
- Evaluate the likelihood that each such stride is for the innermost
dimension of an array, on the scale "likely", "don't know" or "unlikely".
- If there is a single "likely" innermost stride, and that stride is
applied in the loop that contains STMT, version the loop for when the
stride is 1. This deals with the cases in which we're fairly
confident of doing the right thing, such as the b(:,1) reference above.
- If there are no "likely" innermost strides, and the loop that contains
STMT uses a stride that we rated as "don't know", version for when
that stride is 1. This is principally used for C code such as:
for (int i = 0; i < n; ++i)
a[i * x] = ...;
and:
for (int j = 0; j < n; ++j)
for (int i = 0; i < n; ++i)
a[i * x + j * y] = ...;
where nothing in the way "x" and "y" are set gives a hint as to
whether "i" iterates over the innermost dimension of the array.
In these situations it seems reasonable to assume the
programmer has nested the loops appropriately (although of course
there are examples like GEMM in which this assumption doesn't hold
for all accesses in the loop).
This case is also useful for the Fortran equivalent of the
above C code. */
void
loop_versioning::analyze_address_fragment (address_info &address)
{
if (dump_enabled_p ())
{
dump_printf_loc (MSG_NOTE, address.stmt, "analyzing address fragment ");
dump_address_info (MSG_NOTE, address);
dump_printf (MSG_NOTE, "\n");
}
/* Analyze each component of the sum to see whether it involves an
apparent stride.
There is an overlap between the addresses that
find_per_loop_multiplication and analyze_term_using_scevs can handle,
but the former is much cheaper than SCEV analysis, so try it first. */
for (unsigned int i = 0; i < address.terms.length (); ++i)
if (!find_per_loop_multiplication (address, address.terms[i])
&& !analyze_term_using_scevs (address, address.terms[i])
&& !POINTER_TYPE_P (TREE_TYPE (address.terms[i].expr)))
analyze_arbitrary_term (address, address.terms[i]);
/* Check for strides that are likely to be for the innermost dimension.
1. If there is a single likely inner stride, if it is an SSA name,
and if it is worth versioning the loop for when the SSA name
equals 1, record that we want to do so.
2. Otherwise, if there any likely inner strides, bail out. This means
one of:
(a) There are multiple likely inner strides. This suggests we're
confused and be can't be confident of doing the right thing.
(b) There is a single likely inner stride and it is a constant
rather than an SSA name. This can mean either that the access
is a natural one without any variable strides, such as:
for (int i = 0; i < n; ++i)
a[i] += 1;
or that a variable stride is applied to an outer dimension,
such as:
for (int i = 0; i < n; ++i)
for (int j = 0; j < n; ++j)
a[j * stride][i] += 1;
(c) There is a single likely inner stride, and it is an SSA name,
but it isn't a worthwhile versioning opportunity. This usually
means that the variable stride is applied by an outer loop,
such as:
for (int i = 0; i < n; ++i)
for (int j = 0; j < n; ++j)
a[j][i * stride] += 1;
or (using an example with a more natural loop nesting):
for (int i = 0; i < n; ++i)
for (int j = 0; j < n; ++j)
a[i][j] += b[i * stride];
in cases where b[i * stride] cannot (yet) be hoisted for
aliasing reasons.
3. If there are no likely inner strides, fall through to the next
set of checks.
Pointer equality is enough to check for uniqueness in (1), since we
only care about SSA names. */
tree chosen_stride = NULL_TREE;
tree version_stride = NULL_TREE;
for (unsigned int i = 0; i < address.terms.length (); ++i)
if (chosen_stride != address.terms[i].stride
&& address.terms[i].inner_likelihood == INNER_LIKELY)
{
if (chosen_stride)
return;
chosen_stride = address.terms[i].stride;
if (address.terms[i].versioning_opportunity_p)
version_stride = chosen_stride;
}
/* If there are no likely inner strides, see if there is a single
versioning opportunity for a stride that was rated as INNER_DONT_KNOW.
See the comment above the function for the cases that this code
handles. */
if (!chosen_stride)
for (unsigned int i = 0; i < address.terms.length (); ++i)
if (version_stride != address.terms[i].stride
&& address.terms[i].inner_likelihood == INNER_DONT_KNOW
&& address.terms[i].versioning_opportunity_p)
{
if (version_stride)
return;
version_stride = address.terms[i].stride;
}
if (version_stride)
version_for_unity (address.stmt, version_stride);
}
/* Treat EXPR * MULTIPLIER + OFFSET as a fragment of an address that addresses
TYPE_SIZE bytes and record this address fragment for later processing.
STMT is the statement that contains the address. */
void
loop_versioning::record_address_fragment (gimple *stmt,
unsigned HOST_WIDE_INT type_size,
tree expr,
unsigned HOST_WIDE_INT multiplier,
HOST_WIDE_INT offset)
{
/* We're only interested in computed values. */
if (TREE_CODE (expr) != SSA_NAME)
return;
/* Quick exit if no part of the address is calculated in STMT's loop,
since such addresses have no versioning opportunities. */
class loop *loop = loop_containing_stmt (stmt);
if (expr_invariant_in_loop_p (loop, expr))
return;
/* Set up an address_info for EXPR * MULTIPLIER. */
address_info *address = XOBNEW (&m_obstack, address_info);
new (address) address_info;
address->stmt = stmt;
address->loop = loop;
address->base = NULL_TREE;
address->terms.quick_grow (1);
address->terms[0].expr = expr;
address->terms[0].multiplier = multiplier;
address->terms[0].stride = NULL_TREE;
address->terms[0].inner_likelihood = INNER_UNLIKELY;
address->terms[0].versioning_opportunity_p = false;
address->min_offset = offset;
/* Peel apart the expression into a sum of address_terms, where each
term is multiplied by a constant. Treat a + b and a - b the same,
since it doesn't matter for our purposes whether an address is
increasing or decreasing. Distribute (a + b) * constant into
a * constant + b * constant.
We don't care which loop each term belongs to, since we want to
examine as many candidate strides as possible when determining
which is likely to be for the innermost dimension. We therefore
don't limit the search to statements in STMT's loop. */
for (unsigned int i = 0; i < address->terms.length (); )
{
if (gassign *assign = maybe_get_assign (address->terms[i].expr))
{
tree_code code = gimple_assign_rhs_code (assign);
if (code == PLUS_EXPR
|| code == POINTER_PLUS_EXPR
|| code == MINUS_EXPR)
{
tree op1 = gimple_assign_rhs1 (assign);
tree op2 = gimple_assign_rhs2 (assign);
if (TREE_CODE (op2) == INTEGER_CST)
{
address->terms[i].expr = strip_casts (op1);
/* This is heuristic only, so don't worry about truncation
or overflow. */
address->min_offset += (TREE_INT_CST_LOW (op2)
* address->terms[i].multiplier);
continue;
}
else if (address->terms.length () < address_info::MAX_TERMS)
{
unsigned int j = address->terms.length ();
address->terms.quick_push (address->terms[i]);
address->terms[i].expr = strip_casts (op1);
address->terms[j].expr = strip_casts (op2);
continue;
}
}
if (code == MULT_EXPR)
{
tree op1 = gimple_assign_rhs1 (assign);
tree op2 = gimple_assign_rhs2 (assign);
if (multiply_term_by (address->terms[i], op2))
{
address->terms[i].expr = strip_casts (op1);
continue;
}
}
if (CONVERT_EXPR_CODE_P (code))
{
tree op1 = gimple_assign_rhs1 (assign);
address->terms[i].expr = strip_casts (op1);
continue;
}
}
i += 1;
}
/* Peel off any symbolic pointer. */
if (TREE_CODE (address->terms[0].expr) != SSA_NAME
&& address->terms[0].multiplier == 1)
{
if (address->terms.length () == 1)
{
obstack_free (&m_obstack, address);
return;
}
address->base = address->terms[0].expr;
address->terms.ordered_remove (0);
}
/* Require all remaining terms to be SSA names. (This could be false
for unfolded statements, but they aren't worth dealing with.) */
for (unsigned int i = 0; i < address->terms.length (); ++i)
if (TREE_CODE (address->terms[i].expr) != SSA_NAME)
{
obstack_free (&m_obstack, address);
return;
}
/* The loop above set MIN_OFFSET based on the first byte of the
referenced data. Calculate the end + 1. */
address->max_offset = address->min_offset + type_size;
/* Put the terms into a canonical order for the hash table lookup below. */
address->terms.qsort (compare_address_terms);
if (dump_enabled_p ())
{
dump_printf_loc (MSG_NOTE, stmt, "recording address fragment %T", expr);
if (multiplier != 1)
dump_printf (MSG_NOTE, " * %wd", multiplier);
dump_printf (MSG_NOTE, " = ");
dump_address_info (MSG_NOTE, *address);
dump_printf (MSG_NOTE, "\n");
}
/* Pool address information with the same terms (but potentially
different offsets). */
address_info **slot = m_address_table.find_slot (address, INSERT);
if (address_info *old_address = *slot)
{
/* We've already seen an address with the same terms. Extend the
offset range to account for this access. Doing this can paper
over gaps, such as in:
a[i * stride * 4] + a[i * stride * 4 + 3];
where nothing references "+ 1" or "+ 2". However, the vectorizer
handles such gapped accesses without problems, so it's not worth
trying to exclude them. */
if (old_address->min_offset > address->min_offset)
old_address->min_offset = address->min_offset;
if (old_address->max_offset < address->max_offset)
old_address->max_offset = address->max_offset;
obstack_free (&m_obstack, address);
}
else
{
/* This is the first time we've seen an address with these terms. */
*slot = address;
m_address_list.safe_push (address);
}
}
/* Analyze expression EXPR, which occurs in STMT. */
void
loop_versioning::analyze_expr (gimple *stmt, tree expr)
{
unsigned HOST_WIDE_INT type_size;
while (handled_component_p (expr))
{
/* See whether we can use versioning to avoid a multiplication
in an array index. */
if (TREE_CODE (expr) == ARRAY_REF
&& acceptable_type_p (TREE_TYPE (expr), &type_size))
record_address_fragment (stmt, type_size,
TREE_OPERAND (expr, 1), type_size, 0);
expr = TREE_OPERAND (expr, 0);
}
/* See whether we can use versioning to avoid a multiplication
in the pointer calculation of a MEM_REF. */
if (TREE_CODE (expr) == MEM_REF
&& acceptable_type_p (TREE_TYPE (expr), &type_size))
record_address_fragment (stmt, type_size, TREE_OPERAND (expr, 0), 1,
/* This is heuristic only, so don't worry
about truncation or overflow. */
TREE_INT_CST_LOW (TREE_OPERAND (expr, 1)));
/* These would be easy to handle if they existed at this stage. */
gcc_checking_assert (TREE_CODE (expr) != TARGET_MEM_REF);
}
/* Analyze all the statements in BB looking for useful version checks.
Return true on success, false if something prevents the block from
being versioned. */
bool
loop_versioning::analyze_block (basic_block bb)
{
class loop *loop = bb->loop_father;
loop_info &li = get_loop_info (loop);
for (gimple_stmt_iterator gsi = gsi_start_bb (bb); !gsi_end_p (gsi);
gsi_next (&gsi))
{
gimple *stmt = gsi_stmt (gsi);
if (is_gimple_debug (stmt))
continue;
if (expensive_stmt_p (stmt))
{
if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, stmt, "expensive statement"
" prevents versioning: %G", stmt);
return false;
}
/* Only look for direct versioning opportunities in inner loops
since the benefit tends to be much smaller for outer loops. */
if (!loop->inner)
{
unsigned int nops = gimple_num_ops (stmt);
for (unsigned int i = 0; i < nops; ++i)
if (tree op = gimple_op (stmt, i))
analyze_expr (stmt, op);
}
/* The point of the instruction limit is to prevent excessive
code growth, so this is a size-based estimate even though
the optimization is aimed at speed. */
li.num_insns += estimate_num_insns (stmt, &eni_size_weights);
}
return true;
}
/* Analyze all the blocks in the function, looking for useful version checks.
Return true if we found one. */
bool
loop_versioning::analyze_blocks ()
{
AUTO_DUMP_SCOPE ("analyze_blocks",
dump_user_location_t::from_function_decl (m_fn->decl));
/* For now we don't try to version the whole function, although
versioning at that level could be useful in some cases. */
get_loop_info (get_loop (m_fn, 0)).rejected_p = true;
for (auto loop : loops_list (cfun, LI_FROM_INNERMOST))
{
loop_info &linfo = get_loop_info (loop);
/* Ignore cold loops. */
if (!optimize_loop_for_speed_p (loop))
linfo.rejected_p = true;
/* See whether an inner loop prevents versioning of this loop. */
if (!linfo.rejected_p)
for (class loop *inner = loop->inner; inner; inner = inner->next)
if (get_loop_info (inner).rejected_p)
{
linfo.rejected_p = true;
break;
}
/* If versioning the loop is still a possibility, examine the
statements in the loop to look for versioning opportunities. */
if (!linfo.rejected_p)
{
void *start_point = obstack_alloc (&m_obstack, 0);
for (basic_block bb = linfo.block_list; bb;
bb = m_next_block_in_loop[bb->index])
if (!analyze_block (bb))
{
linfo.rejected_p = true;
break;
}
if (!linfo.rejected_p)
{
/* Process any queued address fragments, now that we have
complete grouping information. */
address_info *address;
unsigned int i;
FOR_EACH_VEC_ELT (m_address_list, i, address)
analyze_address_fragment (*address);
}
m_address_table.empty ();
m_address_list.truncate (0);
obstack_free (&m_obstack, start_point);
}
}
return m_num_conditions != 0;
}
/* Use the ranges in VRS to remove impossible versioning conditions from
LOOP. */
void
loop_versioning::prune_loop_conditions (class loop *loop)
{
loop_info &li = get_loop_info (loop);
int to_remove = -1;
bitmap_iterator bi;
unsigned int i;
int_range_max r;
EXECUTE_IF_SET_IN_BITMAP (&li.unity_names, 0, i, bi)
{
tree name = ssa_name (i);
gimple *stmt = first_stmt (loop->header);
if (get_range_query (cfun)->range_of_expr (r, name, stmt)
&& !r.contains_p (wi::one (TYPE_PRECISION (TREE_TYPE (name)))))
{
if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, find_loop_location (loop),
"%T can never be 1 in this loop\n", name);
if (to_remove >= 0)
bitmap_clear_bit (&li.unity_names, to_remove);
to_remove = i;
m_num_conditions -= 1;
}
}
if (to_remove >= 0)
bitmap_clear_bit (&li.unity_names, to_remove);
}
/* Remove any scheduled loop version conditions that will never be true.
Return true if any remain. */
bool
loop_versioning::prune_conditions ()
{
AUTO_DUMP_SCOPE ("prune_loop_conditions",
dump_user_location_t::from_function_decl (m_fn->decl));
calculate_dominance_info (CDI_DOMINATORS);
lv_dom_walker dom_walker (*this);
dom_walker.walk (ENTRY_BLOCK_PTR_FOR_FN (m_fn));
return m_num_conditions != 0;
}
/* Merge the version checks for INNER into immediately-enclosing loop
OUTER. */
void
loop_versioning::merge_loop_info (class loop *outer, class loop *inner)
{
loop_info &inner_li = get_loop_info (inner);
loop_info &outer_li = get_loop_info (outer);
if (dump_enabled_p ())
{
bitmap_iterator bi;
unsigned int i;
EXECUTE_IF_SET_IN_BITMAP (&inner_li.unity_names, 0, i, bi)
if (!bitmap_bit_p (&outer_li.unity_names, i))
dump_printf_loc (MSG_NOTE, find_loop_location (inner),
"hoisting check that %T == 1 to outer loop\n",
ssa_name (i));
}
bitmap_ior_into (&outer_li.unity_names, &inner_li.unity_names);
if (loop_depth (outer_li.outermost) < loop_depth (inner_li.outermost))
outer_li.outermost = inner_li.outermost;
}
/* Add LOOP to the queue of loops to version. */
void
loop_versioning::add_loop_to_queue (class loop *loop)
{
loop_info &li = get_loop_info (loop);
if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, find_loop_location (loop),
"queuing this loop for versioning\n");
m_loops_to_version.safe_push (loop);
/* Don't try to version superloops. */
li.rejected_p = true;
}
/* Decide whether the cost model would allow us to version LOOP,
either directly or as part of a parent loop, and return true if so.
This does not imply that the loop is actually worth versioning in its
own right, just that it would be valid to version it if something
benefited.
We have already made this decision for all inner loops of LOOP. */
bool
loop_versioning::decide_whether_loop_is_versionable (class loop *loop)
{
loop_info &li = get_loop_info (loop);
if (li.rejected_p)
return false;
/* Examine the decisions made for inner loops. */
for (class loop *inner = loop->inner; inner; inner = inner->next)
{
loop_info &inner_li = get_loop_info (inner);
if (inner_li.rejected_p)
{
if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, find_loop_location (loop),
"not versioning this loop because one of its"
" inner loops should not be versioned\n");
return false;
}
if (inner_li.worth_versioning_p ())
li.subloops_benefit_p = true;
/* Accumulate the number of instructions from subloops that are not
the innermost, or that don't benefit from versioning. Only the
instructions from innermost loops that benefit from versioning
should be weighed against loop-versioning-max-inner-insns;
everything else should be weighed against
loop-versioning-max-outer-insns. */
if (!inner_li.worth_versioning_p () || inner->inner)
{
if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, find_loop_location (loop),
"counting %d instructions from this loop"
" against its parent loop\n", inner_li.num_insns);
li.num_insns += inner_li.num_insns;
}
}
/* Enforce the size limits. */
if (li.worth_versioning_p ())
{
unsigned int max_num_insns = max_insns_for_loop (loop);
if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, find_loop_location (loop),
"this loop has %d instructions, against"
" a versioning limit of %d\n",
li.num_insns, max_num_insns);
if (li.num_insns > max_num_insns)
{
if (dump_enabled_p ())
dump_printf_loc (MSG_MISSED_OPTIMIZATION
| MSG_PRIORITY_USER_FACING,
find_loop_location (loop),
"this loop is too big to version");
return false;
}
}
/* Hoist all version checks from subloops to this loop. */
for (class loop *subloop = loop->inner; subloop; subloop = subloop->next)
merge_loop_info (loop, subloop);
return true;
}
/* Decide which loops to version and add them to the versioning queue.
Return true if there are any loops to version. */
bool
loop_versioning::make_versioning_decisions ()
{
AUTO_DUMP_SCOPE ("make_versioning_decisions",
dump_user_location_t::from_function_decl (m_fn->decl));
for (auto loop : loops_list (cfun, LI_FROM_INNERMOST))
{
loop_info &linfo = get_loop_info (loop);
if (decide_whether_loop_is_versionable (loop))
{
/* Commit to versioning LOOP directly if we can't hoist the
version checks any further. */
if (linfo.worth_versioning_p ()
&& (loop_depth (loop) == 1 || linfo.outermost == loop))
add_loop_to_queue (loop);
}
else
{
/* We can't version this loop, so individually version any
subloops that would benefit and haven't been versioned yet. */
linfo.rejected_p = true;
for (class loop *subloop = loop->inner; subloop;
subloop = subloop->next)
if (get_loop_info (subloop).worth_versioning_p ())
add_loop_to_queue (subloop);
}
}
return !m_loops_to_version.is_empty ();
}
/* Attempt to implement loop versioning for LOOP, using the information
cached in the associated loop_info. Return true on success. */
bool
loop_versioning::version_loop (class loop *loop)
{
loop_info &li = get_loop_info (loop);
/* Build up a condition that selects the original loop instead of
the simplified loop. */
tree cond = boolean_false_node;
bitmap_iterator bi;
unsigned int i;
EXECUTE_IF_SET_IN_BITMAP (&li.unity_names, 0, i, bi)
{
tree name = ssa_name (i);
tree ne_one = fold_build2 (NE_EXPR, boolean_type_node, name,
build_one_cst (TREE_TYPE (name)));
cond = fold_build2 (TRUTH_OR_EXPR, boolean_type_node, cond, ne_one);
}
/* Convert the condition into a suitable gcond. */
gimple_seq stmts = NULL;
cond = force_gimple_operand_1 (cond, &stmts, is_gimple_condexpr_for_cond,
NULL_TREE);
/* Version the loop. */
initialize_original_copy_tables ();
basic_block cond_bb;
li.optimized_loop = loop_version (loop, cond, &cond_bb,
profile_probability::unlikely (),
profile_probability::likely (),
profile_probability::unlikely (),
profile_probability::likely (), true);
free_original_copy_tables ();
if (!li.optimized_loop)
{
if (dump_enabled_p ())
dump_printf_loc (MSG_MISSED_OPTIMIZATION, find_loop_location (loop),
"tried but failed to version this loop for when"
" certain strides are 1\n");
return false;
}
if (dump_enabled_p ())
dump_printf_loc (MSG_OPTIMIZED_LOCATIONS, find_loop_location (loop),
"versioned this loop for when certain strides are 1\n");
/* Insert the statements that feed COND. */
if (stmts)
{
gimple_stmt_iterator gsi = gsi_last_bb (cond_bb);
gsi_insert_seq_before (&gsi, stmts, GSI_SAME_STMT);
}
return true;
}
/* Attempt to version all loops in the versioning queue. */
void
loop_versioning::implement_versioning_decisions ()
{
/* No AUTO_DUMP_SCOPE here since all messages are top-level and
user-facing at this point. */
bool any_succeeded_p = false;
class loop *loop;
unsigned int i;
FOR_EACH_VEC_ELT (m_loops_to_version, i, loop)
if (version_loop (loop))
any_succeeded_p = true;
if (!any_succeeded_p)
return;
update_ssa (TODO_update_ssa);
/* Simplify the new loop, which is used when COND is false. */
FOR_EACH_VEC_ELT (m_loops_to_version, i, loop)
{
loop_info &linfo = get_loop_info (loop);
if (linfo.optimized_loop)
name_prop (linfo).substitute_and_fold (linfo.optimized_loop->header);
}
}
/* Run the pass and return a set of TODO_* flags. */
unsigned int
loop_versioning::run ()
{
gcc_assert (scev_initialized_p ());
if (analyze_blocks ()
&& prune_conditions ()
&& make_versioning_decisions ())
implement_versioning_decisions ();
return 0;
}
/* Loop versioning pass. */
const pass_data pass_data_loop_versioning =
{
GIMPLE_PASS, /* type */
"lversion", /* name */
OPTGROUP_LOOP, /* optinfo_flags */
TV_LOOP_VERSIONING, /* tv_id */
PROP_cfg, /* properties_required */
0, /* properties_provided */
0, /* properties_destroyed */
0, /* todo_flags_start */
0, /* todo_flags_finish */
};
class pass_loop_versioning : public gimple_opt_pass
{
public:
pass_loop_versioning (gcc::context *ctxt)
: gimple_opt_pass (pass_data_loop_versioning, ctxt)
{}
/* opt_pass methods: */
bool gate (function *) final override
{
return flag_version_loops_for_strides;
}
unsigned int execute (function *) final override;
};
unsigned int
pass_loop_versioning::execute (function *fn)
{
if (number_of_loops (fn) <= 1)
return 0;
enable_ranger (fn);
unsigned int ret = loop_versioning (fn).run ();
disable_ranger (fn);
return ret;
}
} // anon namespace
gimple_opt_pass *
make_pass_loop_versioning (gcc::context *ctxt)
{
return new pass_loop_versioning (ctxt);
}
|