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 class simduid_to_vf
: public free_ptr_hash
<simduid_to_vf
>
194 unsigned int simduid
;
197 /* hash_table support. */
198 static inline hashval_t
hash (const simduid_to_vf
*);
199 static inline int equal (const simduid_to_vf
*, const simduid_to_vf
*);
203 simduid_to_vf::hash (const simduid_to_vf
*p
)
209 simduid_to_vf::equal (const simduid_to_vf
*p1
, const simduid_to_vf
*p2
)
211 return p1
->simduid
== p2
->simduid
;
214 /* This hash maps the OMP simd array to the corresponding simduid used
215 to index into it. Like thus,
217 _7 = GOMP_SIMD_LANE (simduid.0)
223 This hash maps from the OMP simd array (D.1737[]) to DECL_UID of
226 struct simd_array_to_simduid
: free_ptr_hash
<simd_array_to_simduid
>
229 unsigned int simduid
;
231 /* hash_table support. */
232 static inline hashval_t
hash (const simd_array_to_simduid
*);
233 static inline int equal (const simd_array_to_simduid
*,
234 const simd_array_to_simduid
*);
238 simd_array_to_simduid::hash (const simd_array_to_simduid
*p
)
240 return DECL_UID (p
->decl
);
244 simd_array_to_simduid::equal (const simd_array_to_simduid
*p1
,
245 const simd_array_to_simduid
*p2
)
247 return p1
->decl
== p2
->decl
;
250 /* Fold IFN_GOMP_SIMD_LANE, IFN_GOMP_SIMD_VF, IFN_GOMP_SIMD_LAST_LANE,
251 into their corresponding constants and remove
252 IFN_GOMP_SIMD_ORDERED_{START,END}. */
255 adjust_simduid_builtins (hash_table
<simduid_to_vf
> *htab
)
259 FOR_EACH_BB_FN (bb
, cfun
)
261 gimple_stmt_iterator i
;
263 for (i
= gsi_start_bb (bb
); !gsi_end_p (i
); )
266 enum internal_fn ifn
;
267 gimple
*stmt
= gsi_stmt (i
);
269 if (!is_gimple_call (stmt
)
270 || !gimple_call_internal_p (stmt
))
275 ifn
= gimple_call_internal_fn (stmt
);
278 case IFN_GOMP_SIMD_LANE
:
279 case IFN_GOMP_SIMD_VF
:
280 case IFN_GOMP_SIMD_LAST_LANE
:
282 case IFN_GOMP_SIMD_ORDERED_START
:
283 case IFN_GOMP_SIMD_ORDERED_END
:
284 if (integer_onep (gimple_call_arg (stmt
, 0)))
286 enum built_in_function bcode
287 = (ifn
== IFN_GOMP_SIMD_ORDERED_START
288 ? BUILT_IN_GOMP_ORDERED_START
289 : BUILT_IN_GOMP_ORDERED_END
);
291 = gimple_build_call (builtin_decl_explicit (bcode
), 0);
292 gimple_move_vops (g
, stmt
);
293 gsi_replace (&i
, g
, true);
296 gsi_remove (&i
, true);
297 unlink_stmt_vdef (stmt
);
303 tree arg
= gimple_call_arg (stmt
, 0);
304 gcc_assert (arg
!= NULL_TREE
);
305 gcc_assert (TREE_CODE (arg
) == SSA_NAME
);
306 simduid_to_vf
*p
= NULL
, data
;
307 data
.simduid
= DECL_UID (SSA_NAME_VAR (arg
));
308 /* Need to nullify loop safelen field since it's value is not
309 valid after transformation. */
310 if (bb
->loop_father
&& bb
->loop_father
->safelen
> 0)
311 bb
->loop_father
->safelen
= 0;
314 p
= htab
->find (&data
);
320 case IFN_GOMP_SIMD_VF
:
321 t
= build_int_cst (unsigned_type_node
, vf
);
323 case IFN_GOMP_SIMD_LANE
:
324 t
= build_int_cst (unsigned_type_node
, 0);
326 case IFN_GOMP_SIMD_LAST_LANE
:
327 t
= gimple_call_arg (stmt
, 1);
332 tree lhs
= gimple_call_lhs (stmt
);
334 replace_uses_by (lhs
, t
);
336 gsi_remove (&i
, true);
341 /* Helper structure for note_simd_array_uses. */
343 struct note_simd_array_uses_struct
345 hash_table
<simd_array_to_simduid
> **htab
;
346 unsigned int simduid
;
349 /* Callback for note_simd_array_uses, called through walk_gimple_op. */
352 note_simd_array_uses_cb (tree
*tp
, int *walk_subtrees
, void *data
)
354 struct walk_stmt_info
*wi
= (struct walk_stmt_info
*) data
;
355 struct note_simd_array_uses_struct
*ns
356 = (struct note_simd_array_uses_struct
*) wi
->info
;
361 && lookup_attribute ("omp simd array", DECL_ATTRIBUTES (*tp
))
362 && DECL_CONTEXT (*tp
) == current_function_decl
)
364 simd_array_to_simduid data
;
366 *ns
->htab
= new hash_table
<simd_array_to_simduid
> (15);
368 data
.simduid
= ns
->simduid
;
369 simd_array_to_simduid
**slot
= (*ns
->htab
)->find_slot (&data
, INSERT
);
372 simd_array_to_simduid
*p
= XNEW (simd_array_to_simduid
);
376 else if ((*slot
)->simduid
!= ns
->simduid
)
377 (*slot
)->simduid
= -1U;
383 /* Find "omp simd array" temporaries and map them to corresponding
387 note_simd_array_uses (hash_table
<simd_array_to_simduid
> **htab
)
390 gimple_stmt_iterator gsi
;
391 struct walk_stmt_info wi
;
392 struct note_simd_array_uses_struct ns
;
394 memset (&wi
, 0, sizeof (wi
));
398 FOR_EACH_BB_FN (bb
, cfun
)
399 for (gsi
= gsi_start_bb (bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
401 gimple
*stmt
= gsi_stmt (gsi
);
402 if (!is_gimple_call (stmt
) || !gimple_call_internal_p (stmt
))
404 switch (gimple_call_internal_fn (stmt
))
406 case IFN_GOMP_SIMD_LANE
:
407 case IFN_GOMP_SIMD_VF
:
408 case IFN_GOMP_SIMD_LAST_LANE
:
413 tree lhs
= gimple_call_lhs (stmt
);
414 if (lhs
== NULL_TREE
)
416 imm_use_iterator use_iter
;
418 ns
.simduid
= DECL_UID (SSA_NAME_VAR (gimple_call_arg (stmt
, 0)));
419 FOR_EACH_IMM_USE_STMT (use_stmt
, use_iter
, lhs
)
420 if (!is_gimple_debug (use_stmt
))
421 walk_gimple_op (use_stmt
, note_simd_array_uses_cb
, &wi
);
425 /* Shrink arrays with "omp simd array" attribute to the corresponding
426 vectorization factor. */
430 (hash_table
<simd_array_to_simduid
> *simd_array_to_simduid_htab
,
431 hash_table
<simduid_to_vf
> *simduid_to_vf_htab
)
433 for (hash_table
<simd_array_to_simduid
>::iterator iter
434 = simd_array_to_simduid_htab
->begin ();
435 iter
!= simd_array_to_simduid_htab
->end (); ++iter
)
436 if ((*iter
)->simduid
!= -1U)
438 tree decl
= (*iter
)->decl
;
440 if (simduid_to_vf_htab
)
442 simduid_to_vf
*p
= NULL
, data
;
443 data
.simduid
= (*iter
)->simduid
;
444 p
= simduid_to_vf_htab
->find (&data
);
449 = build_array_type_nelts (TREE_TYPE (TREE_TYPE (decl
)), vf
);
450 TREE_TYPE (decl
) = atype
;
451 relayout_decl (decl
);
454 delete simd_array_to_simduid_htab
;
457 /* Initialize the vec_info with kind KIND_IN and target cost data
458 TARGET_COST_DATA_IN. */
460 vec_info::vec_info (vec_info::vec_kind kind_in
, void *target_cost_data_in
,
461 vec_info_shared
*shared_
)
464 target_cost_data (target_cost_data_in
)
466 stmt_vec_infos
.create (50);
469 vec_info::~vec_info ()
471 slp_instance instance
;
474 FOR_EACH_VEC_ELT (slp_instances
, i
, instance
)
475 vect_free_slp_instance (instance
, true);
477 destroy_cost_data (target_cost_data
);
478 free_stmt_vec_infos ();
481 vec_info_shared::vec_info_shared ()
483 datarefs_copy (vNULL
),
488 vec_info_shared::~vec_info_shared ()
490 free_data_refs (datarefs
);
491 free_dependence_relations (ddrs
);
492 datarefs_copy
.release ();
496 vec_info_shared::save_datarefs ()
500 datarefs_copy
.reserve_exact (datarefs
.length ());
501 for (unsigned i
= 0; i
< datarefs
.length (); ++i
)
502 datarefs_copy
.quick_push (*datarefs
[i
]);
506 vec_info_shared::check_datarefs ()
510 gcc_assert (datarefs
.length () == datarefs_copy
.length ());
511 for (unsigned i
= 0; i
< datarefs
.length (); ++i
)
512 if (memcmp (&datarefs_copy
[i
], datarefs
[i
], sizeof (data_reference
)) != 0)
516 /* Record that STMT belongs to the vectorizable region. Create and return
517 an associated stmt_vec_info. */
520 vec_info::add_stmt (gimple
*stmt
)
522 stmt_vec_info res
= new_stmt_vec_info (stmt
);
523 set_vinfo_for_stmt (stmt
, res
);
527 /* If STMT has an associated stmt_vec_info, return that vec_info, otherwise
528 return null. It is safe to call this function on any statement, even if
529 it might not be part of the vectorizable region. */
532 vec_info::lookup_stmt (gimple
*stmt
)
534 unsigned int uid
= gimple_uid (stmt
);
535 if (uid
> 0 && uid
- 1 < stmt_vec_infos
.length ())
537 stmt_vec_info res
= stmt_vec_infos
[uid
- 1];
538 if (res
&& res
->stmt
== stmt
)
544 /* If NAME is an SSA_NAME and its definition has an associated stmt_vec_info,
545 return that stmt_vec_info, otherwise return null. It is safe to call
546 this on arbitrary operands. */
549 vec_info::lookup_def (tree name
)
551 if (TREE_CODE (name
) == SSA_NAME
552 && !SSA_NAME_IS_DEFAULT_DEF (name
))
553 return lookup_stmt (SSA_NAME_DEF_STMT (name
));
557 /* See whether there is a single non-debug statement that uses LHS and
558 whether that statement has an associated stmt_vec_info. Return the
559 stmt_vec_info if so, otherwise return null. */
562 vec_info::lookup_single_use (tree lhs
)
566 if (single_imm_use (lhs
, &dummy
, &use_stmt
))
567 return lookup_stmt (use_stmt
);
571 /* Return vectorization information about DR. */
574 vec_info::lookup_dr (data_reference
*dr
)
576 stmt_vec_info stmt_info
= lookup_stmt (DR_STMT (dr
));
577 /* DR_STMT should never refer to a stmt in a pattern replacement. */
578 gcc_checking_assert (!is_pattern_stmt_p (stmt_info
));
579 return STMT_VINFO_DR_INFO (stmt_info
->dr_aux
.stmt
);
582 /* Record that NEW_STMT_INFO now implements the same data reference
586 vec_info::move_dr (stmt_vec_info new_stmt_info
, stmt_vec_info old_stmt_info
)
588 gcc_assert (!is_pattern_stmt_p (old_stmt_info
));
589 STMT_VINFO_DR_INFO (old_stmt_info
)->stmt
= new_stmt_info
;
590 new_stmt_info
->dr_aux
= old_stmt_info
->dr_aux
;
591 STMT_VINFO_DR_WRT_VEC_LOOP (new_stmt_info
)
592 = STMT_VINFO_DR_WRT_VEC_LOOP (old_stmt_info
);
593 STMT_VINFO_GATHER_SCATTER_P (new_stmt_info
)
594 = STMT_VINFO_GATHER_SCATTER_P (old_stmt_info
);
597 /* Permanently remove the statement described by STMT_INFO from the
601 vec_info::remove_stmt (stmt_vec_info stmt_info
)
603 gcc_assert (!stmt_info
->pattern_stmt_p
);
604 set_vinfo_for_stmt (stmt_info
->stmt
, NULL
);
605 gimple_stmt_iterator si
= gsi_for_stmt (stmt_info
->stmt
);
606 unlink_stmt_vdef (stmt_info
->stmt
);
607 gsi_remove (&si
, true);
608 release_defs (stmt_info
->stmt
);
609 free_stmt_vec_info (stmt_info
);
612 /* Replace the statement at GSI by NEW_STMT, both the vectorization
613 information and the function itself. STMT_INFO describes the statement
617 vec_info::replace_stmt (gimple_stmt_iterator
*gsi
, stmt_vec_info stmt_info
,
620 gimple
*old_stmt
= stmt_info
->stmt
;
621 gcc_assert (!stmt_info
->pattern_stmt_p
&& old_stmt
== gsi_stmt (*gsi
));
622 set_vinfo_for_stmt (old_stmt
, NULL
);
623 set_vinfo_for_stmt (new_stmt
, stmt_info
);
624 stmt_info
->stmt
= new_stmt
;
625 gsi_replace (gsi
, new_stmt
, true);
628 /* Create and initialize a new stmt_vec_info struct for STMT. */
631 vec_info::new_stmt_vec_info (gimple
*stmt
)
633 stmt_vec_info res
= XCNEW (class _stmt_vec_info
);
637 STMT_VINFO_TYPE (res
) = undef_vec_info_type
;
638 STMT_VINFO_RELEVANT (res
) = vect_unused_in_scope
;
639 STMT_VINFO_VECTORIZABLE (res
) = true;
640 STMT_VINFO_REDUC_TYPE (res
) = TREE_CODE_REDUCTION
;
641 STMT_VINFO_REDUC_CODE (res
) = ERROR_MARK
;
642 STMT_VINFO_REDUC_FN (res
) = IFN_LAST
;
643 STMT_VINFO_REDUC_IDX (res
) = -1;
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 (class 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 (class 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 (class loop
*loop
)
771 class 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 class 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
| TODO_update_ssa_only_virtuals
;
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 (loop_vinfo
->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 class 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 scalar_type
= strip_array_types (type
);
1351 tree vectype
= get_vectype_for_scalar_type_and_size (scalar_type
, 0);
1353 || !poly_int_tree_p (TYPE_SIZE (type
), &array_size
)
1354 || !poly_int_tree_p (TYPE_SIZE (vectype
), &vector_size
)
1355 || maybe_lt (array_size
, vector_size
))
1358 return TYPE_ALIGN (vectype
);
1361 /* Return alignment of field having maximum alignment of vector type
1362 corresponding to it's scalar type. For now, we only consider fields whose
1363 offset is a multiple of it's vector alignment.
1364 0 if no suitable field is found. */
1366 get_vec_alignment_for_record_type (tree type
)
1368 gcc_assert (TREE_CODE (type
) == RECORD_TYPE
);
1370 unsigned max_align
= 0, alignment
;
1371 HOST_WIDE_INT offset
;
1374 if (TYPE_PACKED (type
))
1377 unsigned *slot
= type_align_map
->get (type
);
1381 for (tree field
= first_field (type
);
1383 field
= DECL_CHAIN (field
))
1385 /* Skip if not FIELD_DECL or if alignment is set by user. */
1386 if (TREE_CODE (field
) != FIELD_DECL
1387 || DECL_USER_ALIGN (field
)
1388 || DECL_ARTIFICIAL (field
))
1391 /* We don't need to process the type further if offset is variable,
1392 since the offsets of remaining members will also be variable. */
1393 if (TREE_CODE (DECL_FIELD_OFFSET (field
)) != INTEGER_CST
1394 || TREE_CODE (DECL_FIELD_BIT_OFFSET (field
)) != INTEGER_CST
)
1397 /* Similarly stop processing the type if offset_tree
1398 does not fit in unsigned HOST_WIDE_INT. */
1399 offset_tree
= bit_position (field
);
1400 if (!tree_fits_uhwi_p (offset_tree
))
1403 offset
= tree_to_uhwi (offset_tree
);
1404 alignment
= get_vec_alignment_for_type (TREE_TYPE (field
));
1406 /* Get maximum alignment of vectorized field/array among those members
1407 whose offset is multiple of the vector alignment. */
1409 && (offset
% alignment
== 0)
1410 && (alignment
> max_align
))
1411 max_align
= alignment
;
1414 type_align_map
->put (type
, max_align
);
1418 /* Return alignment of vector type corresponding to decl's scalar type
1419 or 0 if it doesn't exist or the vector alignment is lesser than
1420 decl's alignment. */
1422 get_vec_alignment_for_type (tree type
)
1424 if (type
== NULL_TREE
)
1427 gcc_assert (TYPE_P (type
));
1429 static unsigned alignment
= 0;
1430 switch (TREE_CODE (type
))
1433 alignment
= get_vec_alignment_for_array_type (type
);
1436 alignment
= get_vec_alignment_for_record_type (type
);
1443 return (alignment
> TYPE_ALIGN (type
)) ? alignment
: 0;
1446 /* Entry point to increase_alignment pass. */
1448 increase_alignment (void)
1450 varpool_node
*vnode
;
1452 vect_location
= dump_user_location_t ();
1453 type_align_map
= new hash_map
<tree
, unsigned>;
1455 /* Increase the alignment of all global arrays for vectorization. */
1456 FOR_EACH_DEFINED_VARIABLE (vnode
)
1458 tree decl
= vnode
->decl
;
1459 unsigned int alignment
;
1461 if ((decl_in_symtab_p (decl
)
1462 && !symtab_node::get (decl
)->can_increase_alignment_p ())
1463 || DECL_USER_ALIGN (decl
) || DECL_ARTIFICIAL (decl
))
1466 alignment
= get_vec_alignment_for_type (TREE_TYPE (decl
));
1467 if (alignment
&& vect_can_force_dr_alignment_p (decl
, alignment
))
1469 vnode
->increase_alignment (alignment
);
1470 if (dump_enabled_p ())
1471 dump_printf (MSG_NOTE
, "Increasing alignment of decl: %T\n", decl
);
1475 delete type_align_map
;
1482 const pass_data pass_data_ipa_increase_alignment
=
1484 SIMPLE_IPA_PASS
, /* type */
1485 "increase_alignment", /* name */
1486 OPTGROUP_LOOP
| OPTGROUP_VEC
, /* optinfo_flags */
1487 TV_IPA_OPT
, /* tv_id */
1488 0, /* properties_required */
1489 0, /* properties_provided */
1490 0, /* properties_destroyed */
1491 0, /* todo_flags_start */
1492 0, /* todo_flags_finish */
1495 class pass_ipa_increase_alignment
: public simple_ipa_opt_pass
1498 pass_ipa_increase_alignment (gcc::context
*ctxt
)
1499 : simple_ipa_opt_pass (pass_data_ipa_increase_alignment
, ctxt
)
1502 /* opt_pass methods: */
1503 virtual bool gate (function
*)
1505 return flag_section_anchors
&& flag_tree_loop_vectorize
;
1508 virtual unsigned int execute (function
*) { return increase_alignment (); }
1510 }; // class pass_ipa_increase_alignment
1514 simple_ipa_opt_pass
*
1515 make_pass_ipa_increase_alignment (gcc::context
*ctxt
)
1517 return new pass_ipa_increase_alignment (ctxt
);
1520 /* If the condition represented by T is a comparison or the SSA name
1521 result of a comparison, extract the comparison's operands. Represent
1522 T as NE_EXPR <T, 0> otherwise. */
1525 scalar_cond_masked_key::get_cond_ops_from_tree (tree t
)
1527 if (TREE_CODE_CLASS (TREE_CODE (t
)) == tcc_comparison
)
1529 this->code
= TREE_CODE (t
);
1530 this->op0
= TREE_OPERAND (t
, 0);
1531 this->op1
= TREE_OPERAND (t
, 1);
1535 if (TREE_CODE (t
) == SSA_NAME
)
1536 if (gassign
*stmt
= dyn_cast
<gassign
*> (SSA_NAME_DEF_STMT (t
)))
1538 tree_code code
= gimple_assign_rhs_code (stmt
);
1539 if (TREE_CODE_CLASS (code
) == tcc_comparison
)
1542 this->op0
= gimple_assign_rhs1 (stmt
);
1543 this->op1
= gimple_assign_rhs2 (stmt
);
1548 this->code
= NE_EXPR
;
1550 this->op1
= build_zero_cst (TREE_TYPE (t
));