2 Copyright (C) 2003-2019 Free Software Foundation, Inc.
3 Contributed by Dorit Naishlos <dorit@il.ibm.com>
5 This file is part of GCC.
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
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
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/>. */
21 /* Loop and basic block vectorizer.
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
27 (3) BB vectorizer (out-of-loops), aka SLP
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
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)
41 Here's a poor attempt at illustrating that:
44 loop_vect() loop_aware_slp() slp_vect()
47 tree-vect-loop.c tree-vect-slp.c
52 tree-vect-stmts.c tree-vect-data-refs.c
59 #include "coretypes.h"
64 #include "tree-pass.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"
75 #include "tree-vectorizer.h"
76 #include "tree-ssa-propagate.h"
78 #include "tree-scalar-evolution.h"
79 #include "stringpool.h"
81 #include "gimple-pretty-print.h"
82 #include "opt-problem.h"
83 #include "internal-fn.h"
86 /* Loop or bb location, with hotness information. */
87 dump_user_location_t vect_location
;
89 /* auto_purge_vect_location's dtor: reset the vect_location
90 global, to avoid stale location_t values that could reference
93 auto_purge_vect_location::~auto_purge_vect_location ()
95 vect_location
= dump_user_location_t ();
98 /* Dump a cost entry according to args to F. */
101 dump_stmt_cost (FILE *f
, void *data
, int count
, enum vect_cost_for_stmt kind
,
102 stmt_vec_info stmt_info
, int misalign
, unsigned cost
,
103 enum vect_cost_model_location where
)
105 fprintf (f
, "%p ", data
);
108 print_gimple_expr (f
, STMT_VINFO_STMT (stmt_info
), 0, TDF_SLIM
);
112 fprintf (f
, "<unknown> ");
113 fprintf (f
, "%d times ", count
);
114 const char *ks
= "unknown";
132 case vector_gather_load
:
133 ks
= "vector_gather_load";
136 ks
= "unaligned_load";
138 case unaligned_store
:
139 ks
= "unaligned_store";
144 case vector_scatter_store
:
145 ks
= "vector_scatter_store";
148 ks
= "vec_to_scalar";
151 ks
= "scalar_to_vec";
153 case cond_branch_not_taken
:
154 ks
= "cond_branch_not_taken";
156 case cond_branch_taken
:
157 ks
= "cond_branch_taken";
162 case vec_promote_demote
:
163 ks
= "vec_promote_demote";
166 ks
= "vec_construct";
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";
186 fprintf (f
, "in %s\n", ws
);
189 /* For mapping simduid to vectorization factor. */
191 struct simduid_to_vf
: free_ptr_hash
<simduid_to_vf
>
193 unsigned int simduid
;
196 /* hash_table support. */
197 static inline hashval_t
hash (const simduid_to_vf
*);
198 static inline int equal (const simduid_to_vf
*, const simduid_to_vf
*);
202 simduid_to_vf::hash (const simduid_to_vf
*p
)
208 simduid_to_vf::equal (const simduid_to_vf
*p1
, const simduid_to_vf
*p2
)
210 return p1
->simduid
== p2
->simduid
;
213 /* This hash maps the OMP simd array to the corresponding simduid used
214 to index into it. Like thus,
216 _7 = GOMP_SIMD_LANE (simduid.0)
222 This hash maps from the OMP simd array (D.1737[]) to DECL_UID of
225 struct simd_array_to_simduid
: free_ptr_hash
<simd_array_to_simduid
>
228 unsigned int simduid
;
230 /* hash_table support. */
231 static inline hashval_t
hash (const simd_array_to_simduid
*);
232 static inline int equal (const simd_array_to_simduid
*,
233 const simd_array_to_simduid
*);
237 simd_array_to_simduid::hash (const simd_array_to_simduid
*p
)
239 return DECL_UID (p
->decl
);
243 simd_array_to_simduid::equal (const simd_array_to_simduid
*p1
,
244 const simd_array_to_simduid
*p2
)
246 return p1
->decl
== p2
->decl
;
249 /* Fold IFN_GOMP_SIMD_LANE, IFN_GOMP_SIMD_VF, IFN_GOMP_SIMD_LAST_LANE,
250 into their corresponding constants and remove
251 IFN_GOMP_SIMD_ORDERED_{START,END}. */
254 adjust_simduid_builtins (hash_table
<simduid_to_vf
> *htab
)
258 FOR_EACH_BB_FN (bb
, cfun
)
260 gimple_stmt_iterator i
;
262 for (i
= gsi_start_bb (bb
); !gsi_end_p (i
); )
265 enum internal_fn ifn
;
266 gimple
*stmt
= gsi_stmt (i
);
268 if (!is_gimple_call (stmt
)
269 || !gimple_call_internal_p (stmt
))
274 ifn
= gimple_call_internal_fn (stmt
);
277 case IFN_GOMP_SIMD_LANE
:
278 case IFN_GOMP_SIMD_VF
:
279 case IFN_GOMP_SIMD_LAST_LANE
:
281 case IFN_GOMP_SIMD_ORDERED_START
:
282 case IFN_GOMP_SIMD_ORDERED_END
:
283 if (integer_onep (gimple_call_arg (stmt
, 0)))
285 enum built_in_function bcode
286 = (ifn
== IFN_GOMP_SIMD_ORDERED_START
287 ? BUILT_IN_GOMP_ORDERED_START
288 : BUILT_IN_GOMP_ORDERED_END
);
290 = gimple_build_call (builtin_decl_explicit (bcode
), 0);
291 tree vdef
= gimple_vdef (stmt
);
292 gimple_set_vdef (g
, vdef
);
293 SSA_NAME_DEF_STMT (vdef
) = g
;
294 gimple_set_vuse (g
, gimple_vuse (stmt
));
295 gsi_replace (&i
, g
, true);
298 gsi_remove (&i
, true);
299 unlink_stmt_vdef (stmt
);
305 tree arg
= gimple_call_arg (stmt
, 0);
306 gcc_assert (arg
!= NULL_TREE
);
307 gcc_assert (TREE_CODE (arg
) == SSA_NAME
);
308 simduid_to_vf
*p
= NULL
, data
;
309 data
.simduid
= DECL_UID (SSA_NAME_VAR (arg
));
310 /* Need to nullify loop safelen field since it's value is not
311 valid after transformation. */
312 if (bb
->loop_father
&& bb
->loop_father
->safelen
> 0)
313 bb
->loop_father
->safelen
= 0;
316 p
= htab
->find (&data
);
322 case IFN_GOMP_SIMD_VF
:
323 t
= build_int_cst (unsigned_type_node
, vf
);
325 case IFN_GOMP_SIMD_LANE
:
326 t
= build_int_cst (unsigned_type_node
, 0);
328 case IFN_GOMP_SIMD_LAST_LANE
:
329 t
= gimple_call_arg (stmt
, 1);
334 tree lhs
= gimple_call_lhs (stmt
);
336 replace_uses_by (lhs
, t
);
338 gsi_remove (&i
, true);
343 /* Helper structure for note_simd_array_uses. */
345 struct note_simd_array_uses_struct
347 hash_table
<simd_array_to_simduid
> **htab
;
348 unsigned int simduid
;
351 /* Callback for note_simd_array_uses, called through walk_gimple_op. */
354 note_simd_array_uses_cb (tree
*tp
, int *walk_subtrees
, void *data
)
356 struct walk_stmt_info
*wi
= (struct walk_stmt_info
*) data
;
357 struct note_simd_array_uses_struct
*ns
358 = (struct note_simd_array_uses_struct
*) wi
->info
;
363 && lookup_attribute ("omp simd array", DECL_ATTRIBUTES (*tp
))
364 && DECL_CONTEXT (*tp
) == current_function_decl
)
366 simd_array_to_simduid data
;
368 *ns
->htab
= new hash_table
<simd_array_to_simduid
> (15);
370 data
.simduid
= ns
->simduid
;
371 simd_array_to_simduid
**slot
= (*ns
->htab
)->find_slot (&data
, INSERT
);
374 simd_array_to_simduid
*p
= XNEW (simd_array_to_simduid
);
378 else if ((*slot
)->simduid
!= ns
->simduid
)
379 (*slot
)->simduid
= -1U;
385 /* Find "omp simd array" temporaries and map them to corresponding
389 note_simd_array_uses (hash_table
<simd_array_to_simduid
> **htab
)
392 gimple_stmt_iterator gsi
;
393 struct walk_stmt_info wi
;
394 struct note_simd_array_uses_struct ns
;
396 memset (&wi
, 0, sizeof (wi
));
400 FOR_EACH_BB_FN (bb
, cfun
)
401 for (gsi
= gsi_start_bb (bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
403 gimple
*stmt
= gsi_stmt (gsi
);
404 if (!is_gimple_call (stmt
) || !gimple_call_internal_p (stmt
))
406 switch (gimple_call_internal_fn (stmt
))
408 case IFN_GOMP_SIMD_LANE
:
409 case IFN_GOMP_SIMD_VF
:
410 case IFN_GOMP_SIMD_LAST_LANE
:
415 tree lhs
= gimple_call_lhs (stmt
);
416 if (lhs
== NULL_TREE
)
418 imm_use_iterator use_iter
;
420 ns
.simduid
= DECL_UID (SSA_NAME_VAR (gimple_call_arg (stmt
, 0)));
421 FOR_EACH_IMM_USE_STMT (use_stmt
, use_iter
, lhs
)
422 if (!is_gimple_debug (use_stmt
))
423 walk_gimple_op (use_stmt
, note_simd_array_uses_cb
, &wi
);
427 /* Shrink arrays with "omp simd array" attribute to the corresponding
428 vectorization factor. */
432 (hash_table
<simd_array_to_simduid
> *simd_array_to_simduid_htab
,
433 hash_table
<simduid_to_vf
> *simduid_to_vf_htab
)
435 for (hash_table
<simd_array_to_simduid
>::iterator iter
436 = simd_array_to_simduid_htab
->begin ();
437 iter
!= simd_array_to_simduid_htab
->end (); ++iter
)
438 if ((*iter
)->simduid
!= -1U)
440 tree decl
= (*iter
)->decl
;
442 if (simduid_to_vf_htab
)
444 simduid_to_vf
*p
= NULL
, data
;
445 data
.simduid
= (*iter
)->simduid
;
446 p
= simduid_to_vf_htab
->find (&data
);
451 = build_array_type_nelts (TREE_TYPE (TREE_TYPE (decl
)), vf
);
452 TREE_TYPE (decl
) = atype
;
453 relayout_decl (decl
);
456 delete simd_array_to_simduid_htab
;
459 /* Initialize the vec_info with kind KIND_IN and target cost data
460 TARGET_COST_DATA_IN. */
462 vec_info::vec_info (vec_info::vec_kind kind_in
, void *target_cost_data_in
,
463 vec_info_shared
*shared_
)
466 target_cost_data (target_cost_data_in
)
468 stmt_vec_infos
.create (50);
471 vec_info::~vec_info ()
473 slp_instance instance
;
476 FOR_EACH_VEC_ELT (slp_instances
, i
, instance
)
477 vect_free_slp_instance (instance
, true);
479 destroy_cost_data (target_cost_data
);
480 free_stmt_vec_infos ();
483 vec_info_shared::vec_info_shared ()
485 datarefs_copy (vNULL
),
490 vec_info_shared::~vec_info_shared ()
492 free_data_refs (datarefs
);
493 free_dependence_relations (ddrs
);
494 datarefs_copy
.release ();
498 vec_info_shared::save_datarefs ()
502 datarefs_copy
.reserve_exact (datarefs
.length ());
503 for (unsigned i
= 0; i
< datarefs
.length (); ++i
)
504 datarefs_copy
.quick_push (*datarefs
[i
]);
508 vec_info_shared::check_datarefs ()
512 gcc_assert (datarefs
.length () == datarefs_copy
.length ());
513 for (unsigned i
= 0; i
< datarefs
.length (); ++i
)
514 if (memcmp (&datarefs_copy
[i
], datarefs
[i
], sizeof (data_reference
)) != 0)
518 /* Record that STMT belongs to the vectorizable region. Create and return
519 an associated stmt_vec_info. */
522 vec_info::add_stmt (gimple
*stmt
)
524 stmt_vec_info res
= new_stmt_vec_info (stmt
);
525 set_vinfo_for_stmt (stmt
, res
);
529 /* If STMT has an associated stmt_vec_info, return that vec_info, otherwise
530 return null. It is safe to call this function on any statement, even if
531 it might not be part of the vectorizable region. */
534 vec_info::lookup_stmt (gimple
*stmt
)
536 unsigned int uid
= gimple_uid (stmt
);
537 if (uid
> 0 && uid
- 1 < stmt_vec_infos
.length ())
539 stmt_vec_info res
= stmt_vec_infos
[uid
- 1];
540 if (res
&& res
->stmt
== stmt
)
546 /* If NAME is an SSA_NAME and its definition has an associated stmt_vec_info,
547 return that stmt_vec_info, otherwise return null. It is safe to call
548 this on arbitrary operands. */
551 vec_info::lookup_def (tree name
)
553 if (TREE_CODE (name
) == SSA_NAME
554 && !SSA_NAME_IS_DEFAULT_DEF (name
))
555 return lookup_stmt (SSA_NAME_DEF_STMT (name
));
559 /* See whether there is a single non-debug statement that uses LHS and
560 whether that statement has an associated stmt_vec_info. Return the
561 stmt_vec_info if so, otherwise return null. */
564 vec_info::lookup_single_use (tree lhs
)
568 if (single_imm_use (lhs
, &dummy
, &use_stmt
))
569 return lookup_stmt (use_stmt
);
573 /* Return vectorization information about DR. */
576 vec_info::lookup_dr (data_reference
*dr
)
578 stmt_vec_info stmt_info
= lookup_stmt (DR_STMT (dr
));
579 /* DR_STMT should never refer to a stmt in a pattern replacement. */
580 gcc_checking_assert (!is_pattern_stmt_p (stmt_info
));
581 return STMT_VINFO_DR_INFO (stmt_info
->dr_aux
.stmt
);
584 /* Record that NEW_STMT_INFO now implements the same data reference
588 vec_info::move_dr (stmt_vec_info new_stmt_info
, stmt_vec_info old_stmt_info
)
590 gcc_assert (!is_pattern_stmt_p (old_stmt_info
));
591 STMT_VINFO_DR_INFO (old_stmt_info
)->stmt
= new_stmt_info
;
592 new_stmt_info
->dr_aux
= old_stmt_info
->dr_aux
;
593 STMT_VINFO_DR_WRT_VEC_LOOP (new_stmt_info
)
594 = STMT_VINFO_DR_WRT_VEC_LOOP (old_stmt_info
);
595 STMT_VINFO_GATHER_SCATTER_P (new_stmt_info
)
596 = STMT_VINFO_GATHER_SCATTER_P (old_stmt_info
);
599 /* Permanently remove the statement described by STMT_INFO from the
603 vec_info::remove_stmt (stmt_vec_info stmt_info
)
605 gcc_assert (!stmt_info
->pattern_stmt_p
);
606 set_vinfo_for_stmt (stmt_info
->stmt
, NULL
);
607 gimple_stmt_iterator si
= gsi_for_stmt (stmt_info
->stmt
);
608 unlink_stmt_vdef (stmt_info
->stmt
);
609 gsi_remove (&si
, true);
610 release_defs (stmt_info
->stmt
);
611 free_stmt_vec_info (stmt_info
);
614 /* Replace the statement at GSI by NEW_STMT, both the vectorization
615 information and the function itself. STMT_INFO describes the statement
619 vec_info::replace_stmt (gimple_stmt_iterator
*gsi
, stmt_vec_info stmt_info
,
622 gimple
*old_stmt
= stmt_info
->stmt
;
623 gcc_assert (!stmt_info
->pattern_stmt_p
&& old_stmt
== gsi_stmt (*gsi
));
624 set_vinfo_for_stmt (old_stmt
, NULL
);
625 set_vinfo_for_stmt (new_stmt
, stmt_info
);
626 stmt_info
->stmt
= new_stmt
;
627 gsi_replace (gsi
, new_stmt
, true);
630 /* Create and initialize a new stmt_vec_info struct for STMT. */
633 vec_info::new_stmt_vec_info (gimple
*stmt
)
635 stmt_vec_info res
= XCNEW (struct _stmt_vec_info
);
639 STMT_VINFO_TYPE (res
) = undef_vec_info_type
;
640 STMT_VINFO_RELEVANT (res
) = vect_unused_in_scope
;
641 STMT_VINFO_VECTORIZABLE (res
) = true;
642 STMT_VINFO_VEC_REDUCTION_TYPE (res
) = TREE_CODE_REDUCTION
;
643 STMT_VINFO_VEC_CONST_COND_REDUC_CODE (res
) = ERROR_MARK
;
644 STMT_VINFO_SLP_VECT_ONLY (res
) = false;
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
;
650 STMT_VINFO_DEF_TYPE (res
) = vect_internal_def
;
652 STMT_VINFO_SAME_ALIGN_REFS (res
).create (0);
653 STMT_SLP_TYPE (res
) = loop_vect
;
655 /* This is really "uninitialized" until vect_compute_data_ref_alignment. */
656 res
->dr_aux
.misalignment
= DR_MISALIGNMENT_UNINITIALIZED
;
661 /* Associate STMT with INFO. */
664 vec_info::set_vinfo_for_stmt (gimple
*stmt
, stmt_vec_info info
)
666 unsigned int uid
= gimple_uid (stmt
);
669 gcc_checking_assert (info
);
670 uid
= stmt_vec_infos
.length () + 1;
671 gimple_set_uid (stmt
, uid
);
672 stmt_vec_infos
.safe_push (info
);
676 gcc_checking_assert (info
== NULL
);
677 stmt_vec_infos
[uid
- 1] = info
;
681 /* Free the contents of stmt_vec_infos. */
684 vec_info::free_stmt_vec_infos (void)
688 FOR_EACH_VEC_ELT (stmt_vec_infos
, i
, info
)
690 free_stmt_vec_info (info
);
691 stmt_vec_infos
.release ();
694 /* Free STMT_INFO. */
697 vec_info::free_stmt_vec_info (stmt_vec_info stmt_info
)
699 if (stmt_info
->pattern_stmt_p
)
701 gimple_set_bb (stmt_info
->stmt
, NULL
);
702 tree lhs
= gimple_get_lhs (stmt_info
->stmt
);
703 if (lhs
&& TREE_CODE (lhs
) == SSA_NAME
)
704 release_ssa_name (lhs
);
707 STMT_VINFO_SAME_ALIGN_REFS (stmt_info
).release ();
708 STMT_VINFO_SIMD_CLONE_INFO (stmt_info
).release ();
712 /* A helper function to free scev and LOOP niter information, as well as
713 clear loop constraint LOOP_C_FINITE. */
716 vect_free_loop_info_assumptions (struct loop
*loop
)
719 /* We need to explicitly reset upper bound information since they are
720 used even after free_numbers_of_iterations_estimates. */
721 loop
->any_upper_bound
= false;
722 loop
->any_likely_upper_bound
= false;
723 free_numbers_of_iterations_estimates (loop
);
724 loop_constraint_clear (loop
, LOOP_C_FINITE
);
727 /* If LOOP has been versioned during ifcvt, return the internal call
731 vect_loop_vectorized_call (struct loop
*loop
, gcond
**cond
)
733 basic_block bb
= loop_preheader_edge (loop
)->src
;
740 if (!single_pred_p (bb
))
742 bb
= single_pred (bb
);
745 if (g
&& gimple_code (g
) == GIMPLE_COND
)
748 *cond
= as_a
<gcond
*> (g
);
749 gimple_stmt_iterator gsi
= gsi_for_stmt (g
);
751 if (!gsi_end_p (gsi
))
754 if (gimple_call_internal_p (g
, IFN_LOOP_VECTORIZED
)
755 && (tree_to_shwi (gimple_call_arg (g
, 0)) == loop
->num
756 || tree_to_shwi (gimple_call_arg (g
, 1)) == loop
->num
))
763 /* If LOOP has been versioned during loop distribution, return the gurading
767 vect_loop_dist_alias_call (struct loop
*loop
)
771 struct loop
*outer
, *orig
;
772 gimple_stmt_iterator gsi
;
775 if (loop
->orig_loop_num
== 0)
778 orig
= get_loop (cfun
, loop
->orig_loop_num
);
781 /* The original loop is somehow destroyed. Clear the information. */
782 loop
->orig_loop_num
= 0;
787 bb
= nearest_common_dominator (CDI_DOMINATORS
, loop
->header
, orig
->header
);
789 bb
= loop_preheader_edge (loop
)->src
;
791 outer
= bb
->loop_father
;
792 entry
= ENTRY_BLOCK_PTR_FOR_FN (cfun
);
794 /* Look upward in dominance tree. */
795 for (; bb
!= entry
&& flow_bb_inside_loop_p (outer
, bb
);
796 bb
= get_immediate_dominator (CDI_DOMINATORS
, bb
))
799 if (g
== NULL
|| gimple_code (g
) != GIMPLE_COND
)
802 gsi
= gsi_for_stmt (g
);
808 /* The guarding internal function call must have the same distribution
810 if (gimple_call_internal_p (g
, IFN_LOOP_DIST_ALIAS
)
811 && (tree_to_shwi (gimple_call_arg (g
, 0)) == loop
->orig_loop_num
))
817 /* Set the uids of all the statements in basic blocks inside loop
818 represented by LOOP_VINFO. LOOP_VECTORIZED_CALL is the internal
819 call guarding the loop which has been if converted. */
821 set_uid_loop_bbs (loop_vec_info loop_vinfo
, gimple
*loop_vectorized_call
)
823 tree arg
= gimple_call_arg (loop_vectorized_call
, 1);
826 struct loop
*scalar_loop
= get_loop (cfun
, tree_to_shwi (arg
));
828 LOOP_VINFO_SCALAR_LOOP (loop_vinfo
) = scalar_loop
;
829 gcc_checking_assert (vect_loop_vectorized_call (scalar_loop
)
830 == loop_vectorized_call
);
831 /* If we are going to vectorize outer loop, prevent vectorization
832 of the inner loop in the scalar loop - either the scalar loop is
833 thrown away, so it is a wasted work, or is used only for
835 if (scalar_loop
->inner
)
837 gimple
*g
= vect_loop_vectorized_call (scalar_loop
->inner
);
840 arg
= gimple_call_arg (g
, 0);
841 get_loop (cfun
, tree_to_shwi (arg
))->dont_vectorize
= true;
842 fold_loop_internal_call (g
, boolean_false_node
);
845 bbs
= get_loop_body (scalar_loop
);
846 for (i
= 0; i
< scalar_loop
->num_nodes
; i
++)
848 basic_block bb
= bbs
[i
];
849 gimple_stmt_iterator gsi
;
850 for (gsi
= gsi_start_phis (bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
852 gimple
*phi
= gsi_stmt (gsi
);
853 gimple_set_uid (phi
, 0);
855 for (gsi
= gsi_start_bb (bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
857 gimple
*stmt
= gsi_stmt (gsi
);
858 gimple_set_uid (stmt
, 0);
864 /* Try to vectorize LOOP. */
867 try_vectorize_loop_1 (hash_table
<simduid_to_vf
> *&simduid_to_vf_htab
,
868 unsigned *num_vectorized_loops
,
869 loop_p loop
, loop_vec_info orig_loop_vinfo
,
870 gimple
*loop_vectorized_call
,
871 gimple
*loop_dist_alias_call
)
874 vec_info_shared shared
;
875 auto_purge_vect_location sentinel
;
876 vect_location
= find_loop_location (loop
);
877 if (LOCATION_LOCUS (vect_location
.get_location_t ()) != UNKNOWN_LOCATION
878 && dump_enabled_p ())
879 dump_printf (MSG_NOTE
| MSG_PRIORITY_INTERNALS
,
880 "\nAnalyzing loop at %s:%d\n",
881 LOCATION_FILE (vect_location
.get_location_t ()),
882 LOCATION_LINE (vect_location
.get_location_t ()));
884 /* Try to analyze the loop, retaining an opt_problem if dump_enabled_p. */
885 opt_loop_vec_info loop_vinfo
886 = vect_analyze_loop (loop
, orig_loop_vinfo
, &shared
);
887 loop
->aux
= loop_vinfo
;
890 if (dump_enabled_p ())
891 if (opt_problem
*problem
= loop_vinfo
.get_problem ())
893 dump_printf_loc (MSG_MISSED_OPTIMIZATION
, vect_location
,
894 "couldn't vectorize loop\n");
895 problem
->emit_and_clear ();
898 if (!loop_vinfo
|| !LOOP_VINFO_VECTORIZABLE_P (loop_vinfo
))
900 /* Free existing information if loop is analyzed with some
902 if (loop_constraint_set_p (loop
, LOOP_C_FINITE
))
903 vect_free_loop_info_assumptions (loop
);
905 /* If we applied if-conversion then try to vectorize the
906 BB of innermost loops.
907 ??? Ideally BB vectorization would learn to vectorize
908 control flow by applying if-conversion on-the-fly, the
909 following retains the if-converted loop body even when
910 only non-if-converted parts took part in BB vectorization. */
911 if (flag_tree_slp_vectorize
!= 0
912 && loop_vectorized_call
915 basic_block bb
= loop
->header
;
916 bool require_loop_vectorize
= false;
917 for (gimple_stmt_iterator gsi
= gsi_start_bb (bb
);
918 !gsi_end_p (gsi
); gsi_next (&gsi
))
920 gimple
*stmt
= gsi_stmt (gsi
);
921 gcall
*call
= dyn_cast
<gcall
*> (stmt
);
922 if (call
&& gimple_call_internal_p (call
))
924 internal_fn ifn
= gimple_call_internal_fn (call
);
925 if (ifn
== IFN_MASK_LOAD
|| ifn
== IFN_MASK_STORE
926 /* Don't keep the if-converted parts when the ifn with
927 specifc type is not supported by the backend. */
928 || (direct_internal_fn_p (ifn
)
929 && !direct_internal_fn_supported_p
930 (call
, OPTIMIZE_FOR_SPEED
)))
932 require_loop_vectorize
= true;
936 gimple_set_uid (stmt
, -1);
937 gimple_set_visited (stmt
, false);
939 if (!require_loop_vectorize
&& vect_slp_bb (bb
))
941 if (dump_enabled_p ())
942 dump_printf_loc (MSG_NOTE
, vect_location
,
943 "basic block vectorized\n");
944 fold_loop_internal_call (loop_vectorized_call
,
946 loop_vectorized_call
= NULL
;
947 ret
|= TODO_cleanup_cfg
;
950 /* If outer loop vectorization fails for LOOP_VECTORIZED guarded
951 loop, don't vectorize its inner loop; we'll attempt to
952 vectorize LOOP_VECTORIZED guarded inner loop of the scalar
954 if (loop_vectorized_call
&& loop
->inner
)
955 loop
->inner
->dont_vectorize
= true;
959 if (!dbg_cnt (vect_loop
))
961 /* Free existing information if loop is analyzed with some
963 if (loop_constraint_set_p (loop
, LOOP_C_FINITE
))
964 vect_free_loop_info_assumptions (loop
);
968 if (loop_vectorized_call
)
969 set_uid_loop_bbs (loop_vinfo
, loop_vectorized_call
);
971 unsigned HOST_WIDE_INT bytes
;
972 if (dump_enabled_p ())
974 if (current_vector_size
.is_constant (&bytes
))
975 dump_printf_loc (MSG_OPTIMIZED_LOCATIONS
, vect_location
,
976 "loop vectorized using %wu byte vectors\n", bytes
);
978 dump_printf_loc (MSG_OPTIMIZED_LOCATIONS
, vect_location
,
979 "loop vectorized using variable length vectors\n");
982 loop_p new_loop
= vect_transform_loop (loop_vinfo
);
983 (*num_vectorized_loops
)++;
984 /* Now that the loop has been vectorized, allow it to be unrolled
986 loop
->force_vectorize
= false;
990 simduid_to_vf
*simduid_to_vf_data
= XNEW (simduid_to_vf
);
991 if (!simduid_to_vf_htab
)
992 simduid_to_vf_htab
= new hash_table
<simduid_to_vf
> (15);
993 simduid_to_vf_data
->simduid
= DECL_UID (loop
->simduid
);
994 simduid_to_vf_data
->vf
= loop_vinfo
->vectorization_factor
;
995 *simduid_to_vf_htab
->find_slot (simduid_to_vf_data
, INSERT
)
996 = simduid_to_vf_data
;
999 if (loop_vectorized_call
)
1001 fold_loop_internal_call (loop_vectorized_call
, boolean_true_node
);
1002 loop_vectorized_call
= NULL
;
1003 ret
|= TODO_cleanup_cfg
;
1005 if (loop_dist_alias_call
)
1007 tree value
= gimple_call_arg (loop_dist_alias_call
, 1);
1008 fold_loop_internal_call (loop_dist_alias_call
, value
);
1009 loop_dist_alias_call
= NULL
;
1010 ret
|= TODO_cleanup_cfg
;
1013 /* Epilogue of vectorized loop must be vectorized too. */
1015 ret
|= try_vectorize_loop_1 (simduid_to_vf_htab
, num_vectorized_loops
,
1016 new_loop
, loop_vinfo
, NULL
, NULL
);
1021 /* Try to vectorize LOOP. */
1024 try_vectorize_loop (hash_table
<simduid_to_vf
> *&simduid_to_vf_htab
,
1025 unsigned *num_vectorized_loops
, loop_p loop
)
1027 if (!((flag_tree_loop_vectorize
1028 && optimize_loop_nest_for_speed_p (loop
))
1029 || loop
->force_vectorize
))
1032 return try_vectorize_loop_1 (simduid_to_vf_htab
, num_vectorized_loops
,
1034 vect_loop_vectorized_call (loop
),
1035 vect_loop_dist_alias_call (loop
));
1039 /* Function vectorize_loops.
1041 Entry point to loop vectorization phase. */
1044 vectorize_loops (void)
1047 unsigned int num_vectorized_loops
= 0;
1048 unsigned int vect_loops_num
;
1050 hash_table
<simduid_to_vf
> *simduid_to_vf_htab
= NULL
;
1051 hash_table
<simd_array_to_simduid
> *simd_array_to_simduid_htab
= NULL
;
1052 bool any_ifcvt_loops
= false;
1055 vect_loops_num
= number_of_loops (cfun
);
1057 /* Bail out if there are no loops. */
1058 if (vect_loops_num
<= 1)
1061 if (cfun
->has_simduid_loops
)
1062 note_simd_array_uses (&simd_array_to_simduid_htab
);
1064 /* ----------- Analyze loops. ----------- */
1066 /* If some loop was duplicated, it gets bigger number
1067 than all previously defined loops. This fact allows us to run
1068 only over initial loops skipping newly generated ones. */
1069 FOR_EACH_LOOP (loop
, 0)
1070 if (loop
->dont_vectorize
)
1072 any_ifcvt_loops
= true;
1073 /* If-conversion sometimes versions both the outer loop
1074 (for the case when outer loop vectorization might be
1075 desirable) as well as the inner loop in the scalar version
1076 of the loop. So we have:
1077 if (LOOP_VECTORIZED (1, 3))
1083 loop3 (copy of loop1)
1084 if (LOOP_VECTORIZED (4, 5))
1085 loop4 (copy of loop2)
1087 loop5 (copy of loop4)
1088 If FOR_EACH_LOOP gives us loop3 first (which has
1089 dont_vectorize set), make sure to process loop1 before loop4;
1090 so that we can prevent vectorization of loop4 if loop1
1091 is successfully vectorized. */
1094 gimple
*loop_vectorized_call
1095 = vect_loop_vectorized_call (loop
);
1096 if (loop_vectorized_call
1097 && vect_loop_vectorized_call (loop
->inner
))
1099 tree arg
= gimple_call_arg (loop_vectorized_call
, 0);
1100 struct loop
*vector_loop
1101 = get_loop (cfun
, tree_to_shwi (arg
));
1102 if (vector_loop
&& vector_loop
!= loop
)
1104 /* Make sure we don't vectorize it twice. */
1105 vector_loop
->dont_vectorize
= true;
1106 ret
|= try_vectorize_loop (simduid_to_vf_htab
,
1107 &num_vectorized_loops
,
1114 ret
|= try_vectorize_loop (simduid_to_vf_htab
, &num_vectorized_loops
,
1117 vect_location
= dump_user_location_t ();
1119 statistics_counter_event (cfun
, "Vectorized loops", num_vectorized_loops
);
1120 if (dump_enabled_p ()
1121 || (num_vectorized_loops
> 0 && dump_enabled_p ()))
1122 dump_printf_loc (MSG_NOTE
, vect_location
,
1123 "vectorized %u loops in function.\n",
1124 num_vectorized_loops
);
1126 /* ----------- Finalize. ----------- */
1128 if (any_ifcvt_loops
)
1129 for (i
= 1; i
< number_of_loops (cfun
); i
++)
1131 loop
= get_loop (cfun
, i
);
1132 if (loop
&& loop
->dont_vectorize
)
1134 gimple
*g
= vect_loop_vectorized_call (loop
);
1137 fold_loop_internal_call (g
, boolean_false_node
);
1138 ret
|= TODO_cleanup_cfg
;
1142 g
= vect_loop_dist_alias_call (loop
);
1146 fold_loop_internal_call (g
, boolean_false_node
);
1147 ret
|= TODO_cleanup_cfg
;
1152 for (i
= 1; i
< number_of_loops (cfun
); i
++)
1154 loop_vec_info loop_vinfo
;
1155 bool has_mask_store
;
1157 loop
= get_loop (cfun
, i
);
1158 if (!loop
|| !loop
->aux
)
1160 loop_vinfo
= (loop_vec_info
) loop
->aux
;
1161 has_mask_store
= LOOP_VINFO_HAS_MASK_STORE (loop_vinfo
);
1164 && targetm
.vectorize
.empty_mask_is_expensive (IFN_MASK_STORE
))
1165 optimize_mask_stores (loop
);
1169 /* Fold IFN_GOMP_SIMD_{VF,LANE,LAST_LANE,ORDERED_{START,END}} builtins. */
1170 if (cfun
->has_simduid_loops
)
1171 adjust_simduid_builtins (simduid_to_vf_htab
);
1173 /* Shrink any "omp array simd" temporary arrays to the
1174 actual vectorization factors. */
1175 if (simd_array_to_simduid_htab
)
1176 shrink_simd_arrays (simd_array_to_simduid_htab
, simduid_to_vf_htab
);
1177 delete simduid_to_vf_htab
;
1178 cfun
->has_simduid_loops
= false;
1180 if (num_vectorized_loops
> 0)
1182 /* If we vectorized any loop only virtual SSA form needs to be updated.
1183 ??? Also while we try hard to update loop-closed SSA form we fail
1184 to properly do this in some corner-cases (see PR56286). */
1185 rewrite_into_loop_closed_ssa (NULL
, TODO_update_ssa_only_virtuals
);
1186 return TODO_cleanup_cfg
;
1193 /* Entry point to the simduid cleanup pass. */
1197 const pass_data pass_data_simduid_cleanup
=
1199 GIMPLE_PASS
, /* type */
1200 "simduid", /* name */
1201 OPTGROUP_NONE
, /* optinfo_flags */
1202 TV_NONE
, /* tv_id */
1203 ( PROP_ssa
| PROP_cfg
), /* properties_required */
1204 0, /* properties_provided */
1205 0, /* properties_destroyed */
1206 0, /* todo_flags_start */
1207 0, /* todo_flags_finish */
1210 class pass_simduid_cleanup
: public gimple_opt_pass
1213 pass_simduid_cleanup (gcc::context
*ctxt
)
1214 : gimple_opt_pass (pass_data_simduid_cleanup
, ctxt
)
1217 /* opt_pass methods: */
1218 opt_pass
* clone () { return new pass_simduid_cleanup (m_ctxt
); }
1219 virtual bool gate (function
*fun
) { return fun
->has_simduid_loops
; }
1220 virtual unsigned int execute (function
*);
1222 }; // class pass_simduid_cleanup
1225 pass_simduid_cleanup::execute (function
*fun
)
1227 hash_table
<simd_array_to_simduid
> *simd_array_to_simduid_htab
= NULL
;
1229 note_simd_array_uses (&simd_array_to_simduid_htab
);
1231 /* Fold IFN_GOMP_SIMD_{VF,LANE,LAST_LANE,ORDERED_{START,END}} builtins. */
1232 adjust_simduid_builtins (NULL
);
1234 /* Shrink any "omp array simd" temporary arrays to the
1235 actual vectorization factors. */
1236 if (simd_array_to_simduid_htab
)
1237 shrink_simd_arrays (simd_array_to_simduid_htab
, NULL
);
1238 fun
->has_simduid_loops
= false;
1245 make_pass_simduid_cleanup (gcc::context
*ctxt
)
1247 return new pass_simduid_cleanup (ctxt
);
1251 /* Entry point to basic block SLP phase. */
1255 const pass_data pass_data_slp_vectorize
=
1257 GIMPLE_PASS
, /* type */
1259 OPTGROUP_LOOP
| OPTGROUP_VEC
, /* optinfo_flags */
1260 TV_TREE_SLP_VECTORIZATION
, /* tv_id */
1261 ( PROP_ssa
| PROP_cfg
), /* properties_required */
1262 0, /* properties_provided */
1263 0, /* properties_destroyed */
1264 0, /* todo_flags_start */
1265 TODO_update_ssa
, /* todo_flags_finish */
1268 class pass_slp_vectorize
: public gimple_opt_pass
1271 pass_slp_vectorize (gcc::context
*ctxt
)
1272 : gimple_opt_pass (pass_data_slp_vectorize
, ctxt
)
1275 /* opt_pass methods: */
1276 opt_pass
* clone () { return new pass_slp_vectorize (m_ctxt
); }
1277 virtual bool gate (function
*) { return flag_tree_slp_vectorize
!= 0; }
1278 virtual unsigned int execute (function
*);
1280 }; // class pass_slp_vectorize
1283 pass_slp_vectorize::execute (function
*fun
)
1285 auto_purge_vect_location sentinel
;
1288 bool in_loop_pipeline
= scev_initialized_p ();
1289 if (!in_loop_pipeline
)
1291 loop_optimizer_init (LOOPS_NORMAL
);
1295 /* Mark all stmts as not belonging to the current region and unvisited. */
1296 FOR_EACH_BB_FN (bb
, fun
)
1298 for (gimple_stmt_iterator gsi
= gsi_start_bb (bb
); !gsi_end_p (gsi
);
1301 gimple
*stmt
= gsi_stmt (gsi
);
1302 gimple_set_uid (stmt
, -1);
1303 gimple_set_visited (stmt
, false);
1307 FOR_EACH_BB_FN (bb
, fun
)
1309 if (vect_slp_bb (bb
))
1310 if (dump_enabled_p ())
1311 dump_printf_loc (MSG_NOTE
, vect_location
, "basic block vectorized\n");
1314 if (!in_loop_pipeline
)
1317 loop_optimizer_finalize ();
1326 make_pass_slp_vectorize (gcc::context
*ctxt
)
1328 return new pass_slp_vectorize (ctxt
);
1332 /* Increase alignment of global arrays to improve vectorization potential.
1334 - Consider also structs that have an array field.
1335 - Use ipa analysis to prune arrays that can't be vectorized?
1336 This should involve global alignment analysis and in the future also
1339 static unsigned get_vec_alignment_for_type (tree
);
1340 static hash_map
<tree
, unsigned> *type_align_map
;
1342 /* Return alignment of array's vector type corresponding to scalar type.
1343 0 if no vector type exists. */
1345 get_vec_alignment_for_array_type (tree type
)
1347 gcc_assert (TREE_CODE (type
) == ARRAY_TYPE
);
1348 poly_uint64 array_size
, vector_size
;
1350 tree vectype
= get_vectype_for_scalar_type (strip_array_types (type
));
1352 || !poly_int_tree_p (TYPE_SIZE (type
), &array_size
)
1353 || !poly_int_tree_p (TYPE_SIZE (vectype
), &vector_size
)
1354 || maybe_lt (array_size
, vector_size
))
1357 return TYPE_ALIGN (vectype
);
1360 /* Return alignment of field having maximum alignment of vector type
1361 corresponding to it's scalar type. For now, we only consider fields whose
1362 offset is a multiple of it's vector alignment.
1363 0 if no suitable field is found. */
1365 get_vec_alignment_for_record_type (tree type
)
1367 gcc_assert (TREE_CODE (type
) == RECORD_TYPE
);
1369 unsigned max_align
= 0, alignment
;
1370 HOST_WIDE_INT offset
;
1373 if (TYPE_PACKED (type
))
1376 unsigned *slot
= type_align_map
->get (type
);
1380 for (tree field
= first_field (type
);
1382 field
= DECL_CHAIN (field
))
1384 /* Skip if not FIELD_DECL or if alignment is set by user. */
1385 if (TREE_CODE (field
) != FIELD_DECL
1386 || DECL_USER_ALIGN (field
)
1387 || DECL_ARTIFICIAL (field
))
1390 /* We don't need to process the type further if offset is variable,
1391 since the offsets of remaining members will also be variable. */
1392 if (TREE_CODE (DECL_FIELD_OFFSET (field
)) != INTEGER_CST
1393 || TREE_CODE (DECL_FIELD_BIT_OFFSET (field
)) != INTEGER_CST
)
1396 /* Similarly stop processing the type if offset_tree
1397 does not fit in unsigned HOST_WIDE_INT. */
1398 offset_tree
= bit_position (field
);
1399 if (!tree_fits_uhwi_p (offset_tree
))
1402 offset
= tree_to_uhwi (offset_tree
);
1403 alignment
= get_vec_alignment_for_type (TREE_TYPE (field
));
1405 /* Get maximum alignment of vectorized field/array among those members
1406 whose offset is multiple of the vector alignment. */
1408 && (offset
% alignment
== 0)
1409 && (alignment
> max_align
))
1410 max_align
= alignment
;
1413 type_align_map
->put (type
, max_align
);
1417 /* Return alignment of vector type corresponding to decl's scalar type
1418 or 0 if it doesn't exist or the vector alignment is lesser than
1419 decl's alignment. */
1421 get_vec_alignment_for_type (tree type
)
1423 if (type
== NULL_TREE
)
1426 gcc_assert (TYPE_P (type
));
1428 static unsigned alignment
= 0;
1429 switch (TREE_CODE (type
))
1432 alignment
= get_vec_alignment_for_array_type (type
);
1435 alignment
= get_vec_alignment_for_record_type (type
);
1442 return (alignment
> TYPE_ALIGN (type
)) ? alignment
: 0;
1445 /* Entry point to increase_alignment pass. */
1447 increase_alignment (void)
1449 varpool_node
*vnode
;
1451 vect_location
= dump_user_location_t ();
1452 type_align_map
= new hash_map
<tree
, unsigned>;
1454 /* Increase the alignment of all global arrays for vectorization. */
1455 FOR_EACH_DEFINED_VARIABLE (vnode
)
1457 tree decl
= vnode
->decl
;
1458 unsigned int alignment
;
1460 if ((decl_in_symtab_p (decl
)
1461 && !symtab_node::get (decl
)->can_increase_alignment_p ())
1462 || DECL_USER_ALIGN (decl
) || DECL_ARTIFICIAL (decl
))
1465 alignment
= get_vec_alignment_for_type (TREE_TYPE (decl
));
1466 if (alignment
&& vect_can_force_dr_alignment_p (decl
, alignment
))
1468 vnode
->increase_alignment (alignment
);
1469 if (dump_enabled_p ())
1470 dump_printf (MSG_NOTE
, "Increasing alignment of decl: %T\n", decl
);
1474 delete type_align_map
;
1481 const pass_data pass_data_ipa_increase_alignment
=
1483 SIMPLE_IPA_PASS
, /* type */
1484 "increase_alignment", /* name */
1485 OPTGROUP_LOOP
| OPTGROUP_VEC
, /* optinfo_flags */
1486 TV_IPA_OPT
, /* tv_id */
1487 0, /* properties_required */
1488 0, /* properties_provided */
1489 0, /* properties_destroyed */
1490 0, /* todo_flags_start */
1491 0, /* todo_flags_finish */
1494 class pass_ipa_increase_alignment
: public simple_ipa_opt_pass
1497 pass_ipa_increase_alignment (gcc::context
*ctxt
)
1498 : simple_ipa_opt_pass (pass_data_ipa_increase_alignment
, ctxt
)
1501 /* opt_pass methods: */
1502 virtual bool gate (function
*)
1504 return flag_section_anchors
&& flag_tree_loop_vectorize
;
1507 virtual unsigned int execute (function
*) { return increase_alignment (); }
1509 }; // class pass_ipa_increase_alignment
1513 simple_ipa_opt_pass
*
1514 make_pass_ipa_increase_alignment (gcc::context
*ctxt
)
1516 return new pass_ipa_increase_alignment (ctxt
);