2 Copyright (C) 2003-2018 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"
84 /* Loop or bb location, with hotness information. */
85 dump_user_location_t vect_location
;
87 /* Vector mapping GIMPLE stmt to stmt_vec_info. */
88 vec
<stmt_vec_info
> *stmt_vec_info_vec
;
90 /* Dump a cost entry according to args to F. */
93 dump_stmt_cost (FILE *f
, void *data
, int count
, enum vect_cost_for_stmt kind
,
94 stmt_vec_info stmt_info
, int misalign
,
95 enum vect_cost_model_location where
)
97 fprintf (f
, "%p ", data
);
100 print_gimple_expr (f
, STMT_VINFO_STMT (stmt_info
), 0, TDF_SLIM
);
104 fprintf (f
, "<unknown> ");
105 fprintf (f
, "%d times ", count
);
106 const char *ks
= "unknown";
124 case vector_gather_load
:
125 ks
= "vector_gather_load";
128 ks
= "unaligned_load";
130 case unaligned_store
:
131 ks
= "unaligned_store";
134 ks
= "unaligned_store";
136 case vector_scatter_store
:
137 ks
= "unaligned_store";
140 ks
= "unaligned_store";
143 ks
= "unaligned_store";
145 case cond_branch_not_taken
:
146 ks
= "unaligned_store";
148 case cond_branch_taken
:
149 ks
= "unaligned_store";
152 ks
= "unaligned_store";
154 case vec_promote_demote
:
155 ks
= "unaligned_store";
158 ks
= "unaligned_store";
161 fprintf (f
, "%s ", ks
);
162 if (kind
== unaligned_load
|| kind
== unaligned_store
)
163 fprintf (f
, "(misalign %d) ", misalign
);
164 const char *ws
= "unknown";
177 fprintf (f
, "in %s\n", ws
);
180 /* For mapping simduid to vectorization factor. */
182 struct simduid_to_vf
: free_ptr_hash
<simduid_to_vf
>
184 unsigned int simduid
;
187 /* hash_table support. */
188 static inline hashval_t
hash (const simduid_to_vf
*);
189 static inline int equal (const simduid_to_vf
*, const simduid_to_vf
*);
193 simduid_to_vf::hash (const simduid_to_vf
*p
)
199 simduid_to_vf::equal (const simduid_to_vf
*p1
, const simduid_to_vf
*p2
)
201 return p1
->simduid
== p2
->simduid
;
204 /* This hash maps the OMP simd array to the corresponding simduid used
205 to index into it. Like thus,
207 _7 = GOMP_SIMD_LANE (simduid.0)
213 This hash maps from the OMP simd array (D.1737[]) to DECL_UID of
216 struct simd_array_to_simduid
: free_ptr_hash
<simd_array_to_simduid
>
219 unsigned int simduid
;
221 /* hash_table support. */
222 static inline hashval_t
hash (const simd_array_to_simduid
*);
223 static inline int equal (const simd_array_to_simduid
*,
224 const simd_array_to_simduid
*);
228 simd_array_to_simduid::hash (const simd_array_to_simduid
*p
)
230 return DECL_UID (p
->decl
);
234 simd_array_to_simduid::equal (const simd_array_to_simduid
*p1
,
235 const simd_array_to_simduid
*p2
)
237 return p1
->decl
== p2
->decl
;
240 /* Fold IFN_GOMP_SIMD_LANE, IFN_GOMP_SIMD_VF, IFN_GOMP_SIMD_LAST_LANE,
241 into their corresponding constants and remove
242 IFN_GOMP_SIMD_ORDERED_{START,END}. */
245 adjust_simduid_builtins (hash_table
<simduid_to_vf
> *htab
)
249 FOR_EACH_BB_FN (bb
, cfun
)
251 gimple_stmt_iterator i
;
253 for (i
= gsi_start_bb (bb
); !gsi_end_p (i
); )
256 enum internal_fn ifn
;
257 gimple
*stmt
= gsi_stmt (i
);
259 if (!is_gimple_call (stmt
)
260 || !gimple_call_internal_p (stmt
))
265 ifn
= gimple_call_internal_fn (stmt
);
268 case IFN_GOMP_SIMD_LANE
:
269 case IFN_GOMP_SIMD_VF
:
270 case IFN_GOMP_SIMD_LAST_LANE
:
272 case IFN_GOMP_SIMD_ORDERED_START
:
273 case IFN_GOMP_SIMD_ORDERED_END
:
274 if (integer_onep (gimple_call_arg (stmt
, 0)))
276 enum built_in_function bcode
277 = (ifn
== IFN_GOMP_SIMD_ORDERED_START
278 ? BUILT_IN_GOMP_ORDERED_START
279 : BUILT_IN_GOMP_ORDERED_END
);
281 = gimple_build_call (builtin_decl_explicit (bcode
), 0);
282 tree vdef
= gimple_vdef (stmt
);
283 gimple_set_vdef (g
, vdef
);
284 SSA_NAME_DEF_STMT (vdef
) = g
;
285 gimple_set_vuse (g
, gimple_vuse (stmt
));
286 gsi_replace (&i
, g
, true);
289 gsi_remove (&i
, true);
290 unlink_stmt_vdef (stmt
);
296 tree arg
= gimple_call_arg (stmt
, 0);
297 gcc_assert (arg
!= NULL_TREE
);
298 gcc_assert (TREE_CODE (arg
) == SSA_NAME
);
299 simduid_to_vf
*p
= NULL
, data
;
300 data
.simduid
= DECL_UID (SSA_NAME_VAR (arg
));
301 /* Need to nullify loop safelen field since it's value is not
302 valid after transformation. */
303 if (bb
->loop_father
&& bb
->loop_father
->safelen
> 0)
304 bb
->loop_father
->safelen
= 0;
307 p
= htab
->find (&data
);
313 case IFN_GOMP_SIMD_VF
:
314 t
= build_int_cst (unsigned_type_node
, vf
);
316 case IFN_GOMP_SIMD_LANE
:
317 t
= build_int_cst (unsigned_type_node
, 0);
319 case IFN_GOMP_SIMD_LAST_LANE
:
320 t
= gimple_call_arg (stmt
, 1);
325 tree lhs
= gimple_call_lhs (stmt
);
327 replace_uses_by (lhs
, t
);
329 gsi_remove (&i
, true);
334 /* Helper structure for note_simd_array_uses. */
336 struct note_simd_array_uses_struct
338 hash_table
<simd_array_to_simduid
> **htab
;
339 unsigned int simduid
;
342 /* Callback for note_simd_array_uses, called through walk_gimple_op. */
345 note_simd_array_uses_cb (tree
*tp
, int *walk_subtrees
, void *data
)
347 struct walk_stmt_info
*wi
= (struct walk_stmt_info
*) data
;
348 struct note_simd_array_uses_struct
*ns
349 = (struct note_simd_array_uses_struct
*) wi
->info
;
354 && lookup_attribute ("omp simd array", DECL_ATTRIBUTES (*tp
))
355 && DECL_CONTEXT (*tp
) == current_function_decl
)
357 simd_array_to_simduid data
;
359 *ns
->htab
= new hash_table
<simd_array_to_simduid
> (15);
361 data
.simduid
= ns
->simduid
;
362 simd_array_to_simduid
**slot
= (*ns
->htab
)->find_slot (&data
, INSERT
);
365 simd_array_to_simduid
*p
= XNEW (simd_array_to_simduid
);
369 else if ((*slot
)->simduid
!= ns
->simduid
)
370 (*slot
)->simduid
= -1U;
376 /* Find "omp simd array" temporaries and map them to corresponding
380 note_simd_array_uses (hash_table
<simd_array_to_simduid
> **htab
)
383 gimple_stmt_iterator gsi
;
384 struct walk_stmt_info wi
;
385 struct note_simd_array_uses_struct ns
;
387 memset (&wi
, 0, sizeof (wi
));
391 FOR_EACH_BB_FN (bb
, cfun
)
392 for (gsi
= gsi_start_bb (bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
394 gimple
*stmt
= gsi_stmt (gsi
);
395 if (!is_gimple_call (stmt
) || !gimple_call_internal_p (stmt
))
397 switch (gimple_call_internal_fn (stmt
))
399 case IFN_GOMP_SIMD_LANE
:
400 case IFN_GOMP_SIMD_VF
:
401 case IFN_GOMP_SIMD_LAST_LANE
:
406 tree lhs
= gimple_call_lhs (stmt
);
407 if (lhs
== NULL_TREE
)
409 imm_use_iterator use_iter
;
411 ns
.simduid
= DECL_UID (SSA_NAME_VAR (gimple_call_arg (stmt
, 0)));
412 FOR_EACH_IMM_USE_STMT (use_stmt
, use_iter
, lhs
)
413 if (!is_gimple_debug (use_stmt
))
414 walk_gimple_op (use_stmt
, note_simd_array_uses_cb
, &wi
);
418 /* Shrink arrays with "omp simd array" attribute to the corresponding
419 vectorization factor. */
423 (hash_table
<simd_array_to_simduid
> *simd_array_to_simduid_htab
,
424 hash_table
<simduid_to_vf
> *simduid_to_vf_htab
)
426 for (hash_table
<simd_array_to_simduid
>::iterator iter
427 = simd_array_to_simduid_htab
->begin ();
428 iter
!= simd_array_to_simduid_htab
->end (); ++iter
)
429 if ((*iter
)->simduid
!= -1U)
431 tree decl
= (*iter
)->decl
;
433 if (simduid_to_vf_htab
)
435 simduid_to_vf
*p
= NULL
, data
;
436 data
.simduid
= (*iter
)->simduid
;
437 p
= simduid_to_vf_htab
->find (&data
);
442 = build_array_type_nelts (TREE_TYPE (TREE_TYPE (decl
)), vf
);
443 TREE_TYPE (decl
) = atype
;
444 relayout_decl (decl
);
447 delete simd_array_to_simduid_htab
;
450 /* Initialize the vec_info with kind KIND_IN and target cost data
451 TARGET_COST_DATA_IN. */
453 vec_info::vec_info (vec_info::vec_kind kind_in
, void *target_cost_data_in
,
454 vec_info_shared
*shared_
)
457 target_cost_data (target_cost_data_in
)
459 stmt_vec_infos
.create (50);
460 set_stmt_vec_info_vec (&stmt_vec_infos
);
463 vec_info::~vec_info ()
465 slp_instance instance
;
468 FOR_EACH_VEC_ELT (slp_instances
, i
, instance
)
469 vect_free_slp_instance (instance
, true);
471 destroy_cost_data (target_cost_data
);
472 free_stmt_vec_infos (&stmt_vec_infos
);
475 vec_info_shared::vec_info_shared ()
477 datarefs_copy (vNULL
),
482 vec_info_shared::~vec_info_shared ()
484 free_data_refs (datarefs
);
485 free_dependence_relations (ddrs
);
486 datarefs_copy
.release ();
490 vec_info_shared::save_datarefs ()
494 datarefs_copy
.reserve_exact (datarefs
.length ());
495 for (unsigned i
= 0; i
< datarefs
.length (); ++i
)
496 datarefs_copy
.quick_push (*datarefs
[i
]);
500 vec_info_shared::check_datarefs ()
504 gcc_assert (datarefs
.length () == datarefs_copy
.length ());
505 for (unsigned i
= 0; i
< datarefs
.length (); ++i
)
506 if (memcmp (&datarefs_copy
[i
], datarefs
[i
], sizeof (data_reference
)) != 0)
510 /* Record that STMT belongs to the vectorizable region. Create and return
511 an associated stmt_vec_info. */
514 vec_info::add_stmt (gimple
*stmt
)
516 stmt_vec_info res
= new_stmt_vec_info (stmt
, this);
517 set_vinfo_for_stmt (stmt
, res
);
521 /* If STMT has an associated stmt_vec_info, return that vec_info, otherwise
522 return null. It is safe to call this function on any statement, even if
523 it might not be part of the vectorizable region. */
526 vec_info::lookup_stmt (gimple
*stmt
)
528 unsigned int uid
= gimple_uid (stmt
);
529 if (uid
> 0 && uid
- 1 < stmt_vec_infos
.length ())
531 stmt_vec_info res
= stmt_vec_infos
[uid
- 1];
532 if (res
&& res
->stmt
== stmt
)
538 /* If NAME is an SSA_NAME and its definition has an associated stmt_vec_info,
539 return that stmt_vec_info, otherwise return null. It is safe to call
540 this on arbitrary operands. */
543 vec_info::lookup_def (tree name
)
545 if (TREE_CODE (name
) == SSA_NAME
546 && !SSA_NAME_IS_DEFAULT_DEF (name
))
547 return lookup_stmt (SSA_NAME_DEF_STMT (name
));
551 /* See whether there is a single non-debug statement that uses LHS and
552 whether that statement has an associated stmt_vec_info. Return the
553 stmt_vec_info if so, otherwise return null. */
556 vec_info::lookup_single_use (tree lhs
)
560 if (single_imm_use (lhs
, &dummy
, &use_stmt
))
561 return lookup_stmt (use_stmt
);
565 /* Record that NEW_STMT_INFO now implements the same data reference
569 vec_info::move_dr (stmt_vec_info new_stmt_info
, stmt_vec_info old_stmt_info
)
571 gcc_assert (!is_pattern_stmt_p (old_stmt_info
));
572 STMT_VINFO_DR_INFO (old_stmt_info
)->stmt
= new_stmt_info
;
573 new_stmt_info
->dr_aux
= old_stmt_info
->dr_aux
;
574 STMT_VINFO_DR_WRT_VEC_LOOP (new_stmt_info
)
575 = STMT_VINFO_DR_WRT_VEC_LOOP (old_stmt_info
);
576 STMT_VINFO_GATHER_SCATTER_P (new_stmt_info
)
577 = STMT_VINFO_GATHER_SCATTER_P (old_stmt_info
);
580 /* A helper function to free scev and LOOP niter information, as well as
581 clear loop constraint LOOP_C_FINITE. */
584 vect_free_loop_info_assumptions (struct loop
*loop
)
587 /* We need to explicitly reset upper bound information since they are
588 used even after free_numbers_of_iterations_estimates. */
589 loop
->any_upper_bound
= false;
590 loop
->any_likely_upper_bound
= false;
591 free_numbers_of_iterations_estimates (loop
);
592 loop_constraint_clear (loop
, LOOP_C_FINITE
);
595 /* Return whether STMT is inside the region we try to vectorize. */
598 vect_stmt_in_region_p (vec_info
*vinfo
, gimple
*stmt
)
600 if (!gimple_bb (stmt
))
603 if (loop_vec_info loop_vinfo
= dyn_cast
<loop_vec_info
> (vinfo
))
605 struct loop
*loop
= LOOP_VINFO_LOOP (loop_vinfo
);
606 if (!flow_bb_inside_loop_p (loop
, gimple_bb (stmt
)))
611 bb_vec_info bb_vinfo
= as_a
<bb_vec_info
> (vinfo
);
612 if (gimple_bb (stmt
) != BB_VINFO_BB (bb_vinfo
)
613 || gimple_uid (stmt
) == -1U
614 || gimple_code (stmt
) == GIMPLE_PHI
)
622 /* If LOOP has been versioned during ifcvt, return the internal call
626 vect_loop_vectorized_call (struct loop
*loop
)
628 basic_block bb
= loop_preheader_edge (loop
)->src
;
635 if (!single_pred_p (bb
))
637 bb
= single_pred (bb
);
640 if (g
&& gimple_code (g
) == GIMPLE_COND
)
642 gimple_stmt_iterator gsi
= gsi_for_stmt (g
);
644 if (!gsi_end_p (gsi
))
647 if (gimple_call_internal_p (g
, IFN_LOOP_VECTORIZED
)
648 && (tree_to_shwi (gimple_call_arg (g
, 0)) == loop
->num
649 || tree_to_shwi (gimple_call_arg (g
, 1)) == loop
->num
))
656 /* If LOOP has been versioned during loop distribution, return the gurading
660 vect_loop_dist_alias_call (struct loop
*loop
)
664 struct loop
*outer
, *orig
;
665 gimple_stmt_iterator gsi
;
668 if (loop
->orig_loop_num
== 0)
671 orig
= get_loop (cfun
, loop
->orig_loop_num
);
674 /* The original loop is somehow destroyed. Clear the information. */
675 loop
->orig_loop_num
= 0;
680 bb
= nearest_common_dominator (CDI_DOMINATORS
, loop
->header
, orig
->header
);
682 bb
= loop_preheader_edge (loop
)->src
;
684 outer
= bb
->loop_father
;
685 entry
= ENTRY_BLOCK_PTR_FOR_FN (cfun
);
687 /* Look upward in dominance tree. */
688 for (; bb
!= entry
&& flow_bb_inside_loop_p (outer
, bb
);
689 bb
= get_immediate_dominator (CDI_DOMINATORS
, bb
))
692 if (g
== NULL
|| gimple_code (g
) != GIMPLE_COND
)
695 gsi
= gsi_for_stmt (g
);
701 /* The guarding internal function call must have the same distribution
703 if (gimple_call_internal_p (g
, IFN_LOOP_DIST_ALIAS
)
704 && (tree_to_shwi (gimple_call_arg (g
, 0)) == loop
->orig_loop_num
))
710 /* Set the uids of all the statements in basic blocks inside loop
711 represented by LOOP_VINFO. LOOP_VECTORIZED_CALL is the internal
712 call guarding the loop which has been if converted. */
714 set_uid_loop_bbs (loop_vec_info loop_vinfo
, gimple
*loop_vectorized_call
)
716 tree arg
= gimple_call_arg (loop_vectorized_call
, 1);
719 struct loop
*scalar_loop
= get_loop (cfun
, tree_to_shwi (arg
));
721 LOOP_VINFO_SCALAR_LOOP (loop_vinfo
) = scalar_loop
;
722 gcc_checking_assert (vect_loop_vectorized_call (scalar_loop
)
723 == loop_vectorized_call
);
724 /* If we are going to vectorize outer loop, prevent vectorization
725 of the inner loop in the scalar loop - either the scalar loop is
726 thrown away, so it is a wasted work, or is used only for
728 if (scalar_loop
->inner
)
730 gimple
*g
= vect_loop_vectorized_call (scalar_loop
->inner
);
733 arg
= gimple_call_arg (g
, 0);
734 get_loop (cfun
, tree_to_shwi (arg
))->dont_vectorize
= true;
735 fold_loop_internal_call (g
, boolean_false_node
);
738 bbs
= get_loop_body (scalar_loop
);
739 for (i
= 0; i
< scalar_loop
->num_nodes
; i
++)
741 basic_block bb
= bbs
[i
];
742 gimple_stmt_iterator gsi
;
743 for (gsi
= gsi_start_phis (bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
745 gimple
*phi
= gsi_stmt (gsi
);
746 gimple_set_uid (phi
, 0);
748 for (gsi
= gsi_start_bb (bb
); !gsi_end_p (gsi
); gsi_next (&gsi
))
750 gimple
*stmt
= gsi_stmt (gsi
);
751 gimple_set_uid (stmt
, 0);
757 /* Try to vectorize LOOP. */
760 try_vectorize_loop_1 (hash_table
<simduid_to_vf
> *&simduid_to_vf_htab
,
761 unsigned *num_vectorized_loops
,
762 loop_p loop
, loop_vec_info orig_loop_vinfo
,
763 gimple
*loop_vectorized_call
,
764 gimple
*loop_dist_alias_call
)
767 vec_info_shared shared
;
768 vect_location
= find_loop_location (loop
);
769 if (LOCATION_LOCUS (vect_location
.get_location_t ()) != UNKNOWN_LOCATION
770 && dump_enabled_p ())
771 dump_printf (MSG_NOTE
, "\nAnalyzing loop at %s:%d\n",
772 LOCATION_FILE (vect_location
.get_location_t ()),
773 LOCATION_LINE (vect_location
.get_location_t ()));
775 loop_vec_info loop_vinfo
= vect_analyze_loop (loop
, orig_loop_vinfo
, &shared
);
776 loop
->aux
= loop_vinfo
;
778 if (!loop_vinfo
|| !LOOP_VINFO_VECTORIZABLE_P (loop_vinfo
))
780 /* Free existing information if loop is analyzed with some
782 if (loop_constraint_set_p (loop
, LOOP_C_FINITE
))
783 vect_free_loop_info_assumptions (loop
);
785 /* If we applied if-conversion then try to vectorize the
786 BB of innermost loops.
787 ??? Ideally BB vectorization would learn to vectorize
788 control flow by applying if-conversion on-the-fly, the
789 following retains the if-converted loop body even when
790 only non-if-converted parts took part in BB vectorization. */
791 if (flag_tree_slp_vectorize
!= 0
792 && loop_vectorized_call
795 basic_block bb
= loop
->header
;
796 bool has_mask_load_store
= false;
797 for (gimple_stmt_iterator gsi
= gsi_start_bb (bb
);
798 !gsi_end_p (gsi
); gsi_next (&gsi
))
800 gimple
*stmt
= gsi_stmt (gsi
);
801 if (is_gimple_call (stmt
)
802 && gimple_call_internal_p (stmt
)
803 && (gimple_call_internal_fn (stmt
) == IFN_MASK_LOAD
804 || gimple_call_internal_fn (stmt
) == IFN_MASK_STORE
))
806 has_mask_load_store
= true;
809 gimple_set_uid (stmt
, -1);
810 gimple_set_visited (stmt
, false);
812 if (! has_mask_load_store
&& vect_slp_bb (bb
))
814 dump_printf_loc (MSG_NOTE
, vect_location
,
815 "basic block vectorized\n");
816 fold_loop_internal_call (loop_vectorized_call
,
818 loop_vectorized_call
= NULL
;
819 ret
|= TODO_cleanup_cfg
;
822 /* If outer loop vectorization fails for LOOP_VECTORIZED guarded
823 loop, don't vectorize its inner loop; we'll attempt to
824 vectorize LOOP_VECTORIZED guarded inner loop of the scalar
826 if (loop_vectorized_call
&& loop
->inner
)
827 loop
->inner
->dont_vectorize
= true;
831 if (!dbg_cnt (vect_loop
))
833 /* Free existing information if loop is analyzed with some
835 if (loop_constraint_set_p (loop
, LOOP_C_FINITE
))
836 vect_free_loop_info_assumptions (loop
);
840 if (loop_vectorized_call
)
841 set_uid_loop_bbs (loop_vinfo
, loop_vectorized_call
);
843 unsigned HOST_WIDE_INT bytes
;
844 if (current_vector_size
.is_constant (&bytes
))
845 dump_printf_loc (MSG_OPTIMIZED_LOCATIONS
, vect_location
,
846 "loop vectorized vectorized using "
847 HOST_WIDE_INT_PRINT_UNSIGNED
" byte "
850 dump_printf_loc (MSG_OPTIMIZED_LOCATIONS
, vect_location
,
851 "loop vectorized using variable length vectors\n");
853 loop_p new_loop
= vect_transform_loop (loop_vinfo
);
854 (*num_vectorized_loops
)++;
855 /* Now that the loop has been vectorized, allow it to be unrolled
857 loop
->force_vectorize
= false;
861 simduid_to_vf
*simduid_to_vf_data
= XNEW (simduid_to_vf
);
862 if (!simduid_to_vf_htab
)
863 simduid_to_vf_htab
= new hash_table
<simduid_to_vf
> (15);
864 simduid_to_vf_data
->simduid
= DECL_UID (loop
->simduid
);
865 simduid_to_vf_data
->vf
= loop_vinfo
->vectorization_factor
;
866 *simduid_to_vf_htab
->find_slot (simduid_to_vf_data
, INSERT
)
867 = simduid_to_vf_data
;
870 if (loop_vectorized_call
)
872 fold_loop_internal_call (loop_vectorized_call
, boolean_true_node
);
873 loop_vectorized_call
= NULL
;
874 ret
|= TODO_cleanup_cfg
;
876 if (loop_dist_alias_call
)
878 tree value
= gimple_call_arg (loop_dist_alias_call
, 1);
879 fold_loop_internal_call (loop_dist_alias_call
, value
);
880 loop_dist_alias_call
= NULL
;
881 ret
|= TODO_cleanup_cfg
;
884 /* Epilogue of vectorized loop must be vectorized too. */
886 ret
|= try_vectorize_loop_1 (simduid_to_vf_htab
, num_vectorized_loops
,
887 new_loop
, loop_vinfo
, NULL
, NULL
);
892 /* Try to vectorize LOOP. */
895 try_vectorize_loop (hash_table
<simduid_to_vf
> *&simduid_to_vf_htab
,
896 unsigned *num_vectorized_loops
, loop_p loop
)
898 if (!((flag_tree_loop_vectorize
899 && optimize_loop_nest_for_speed_p (loop
))
900 || loop
->force_vectorize
))
903 return try_vectorize_loop_1 (simduid_to_vf_htab
, num_vectorized_loops
,
905 vect_loop_vectorized_call (loop
),
906 vect_loop_dist_alias_call (loop
));
910 /* Function vectorize_loops.
912 Entry point to loop vectorization phase. */
915 vectorize_loops (void)
918 unsigned int num_vectorized_loops
= 0;
919 unsigned int vect_loops_num
;
921 hash_table
<simduid_to_vf
> *simduid_to_vf_htab
= NULL
;
922 hash_table
<simd_array_to_simduid
> *simd_array_to_simduid_htab
= NULL
;
923 bool any_ifcvt_loops
= false;
926 vect_loops_num
= number_of_loops (cfun
);
928 /* Bail out if there are no loops. */
929 if (vect_loops_num
<= 1)
932 if (cfun
->has_simduid_loops
)
933 note_simd_array_uses (&simd_array_to_simduid_htab
);
935 set_stmt_vec_info_vec (NULL
);
937 /* ----------- Analyze loops. ----------- */
939 /* If some loop was duplicated, it gets bigger number
940 than all previously defined loops. This fact allows us to run
941 only over initial loops skipping newly generated ones. */
942 FOR_EACH_LOOP (loop
, 0)
943 if (loop
->dont_vectorize
)
945 any_ifcvt_loops
= true;
946 /* If-conversion sometimes versions both the outer loop
947 (for the case when outer loop vectorization might be
948 desirable) as well as the inner loop in the scalar version
949 of the loop. So we have:
950 if (LOOP_VECTORIZED (1, 3))
956 loop3 (copy of loop1)
957 if (LOOP_VECTORIZED (4, 5))
958 loop4 (copy of loop2)
960 loop5 (copy of loop4)
961 If FOR_EACH_LOOP gives us loop3 first (which has
962 dont_vectorize set), make sure to process loop1 before loop4;
963 so that we can prevent vectorization of loop4 if loop1
964 is successfully vectorized. */
967 gimple
*loop_vectorized_call
968 = vect_loop_vectorized_call (loop
);
969 if (loop_vectorized_call
970 && vect_loop_vectorized_call (loop
->inner
))
972 tree arg
= gimple_call_arg (loop_vectorized_call
, 0);
973 struct loop
*vector_loop
974 = get_loop (cfun
, tree_to_shwi (arg
));
975 if (vector_loop
&& vector_loop
!= loop
)
977 /* Make sure we don't vectorize it twice. */
978 vector_loop
->dont_vectorize
= true;
979 ret
|= try_vectorize_loop (simduid_to_vf_htab
,
980 &num_vectorized_loops
,
987 ret
|= try_vectorize_loop (simduid_to_vf_htab
, &num_vectorized_loops
,
990 vect_location
= dump_user_location_t ();
992 statistics_counter_event (cfun
, "Vectorized loops", num_vectorized_loops
);
993 if (dump_enabled_p ()
994 || (num_vectorized_loops
> 0 && dump_enabled_p ()))
995 dump_printf_loc (MSG_NOTE
, vect_location
,
996 "vectorized %u loops in function.\n",
997 num_vectorized_loops
);
999 /* ----------- Finalize. ----------- */
1001 if (any_ifcvt_loops
)
1002 for (i
= 1; i
< number_of_loops (cfun
); i
++)
1004 loop
= get_loop (cfun
, i
);
1005 if (loop
&& loop
->dont_vectorize
)
1007 gimple
*g
= vect_loop_vectorized_call (loop
);
1010 fold_loop_internal_call (g
, boolean_false_node
);
1011 ret
|= TODO_cleanup_cfg
;
1015 g
= vect_loop_dist_alias_call (loop
);
1019 fold_loop_internal_call (g
, boolean_false_node
);
1020 ret
|= TODO_cleanup_cfg
;
1025 for (i
= 1; i
< number_of_loops (cfun
); i
++)
1027 loop_vec_info loop_vinfo
;
1028 bool has_mask_store
;
1030 loop
= get_loop (cfun
, i
);
1031 if (!loop
|| !loop
->aux
)
1033 loop_vinfo
= (loop_vec_info
) loop
->aux
;
1034 has_mask_store
= LOOP_VINFO_HAS_MASK_STORE (loop_vinfo
);
1037 && targetm
.vectorize
.empty_mask_is_expensive (IFN_MASK_STORE
))
1038 optimize_mask_stores (loop
);
1042 /* Fold IFN_GOMP_SIMD_{VF,LANE,LAST_LANE,ORDERED_{START,END}} builtins. */
1043 if (cfun
->has_simduid_loops
)
1044 adjust_simduid_builtins (simduid_to_vf_htab
);
1046 /* Shrink any "omp array simd" temporary arrays to the
1047 actual vectorization factors. */
1048 if (simd_array_to_simduid_htab
)
1049 shrink_simd_arrays (simd_array_to_simduid_htab
, simduid_to_vf_htab
);
1050 delete simduid_to_vf_htab
;
1051 cfun
->has_simduid_loops
= false;
1053 if (num_vectorized_loops
> 0)
1055 /* If we vectorized any loop only virtual SSA form needs to be updated.
1056 ??? Also while we try hard to update loop-closed SSA form we fail
1057 to properly do this in some corner-cases (see PR56286). */
1058 rewrite_into_loop_closed_ssa (NULL
, TODO_update_ssa_only_virtuals
);
1059 return TODO_cleanup_cfg
;
1066 /* Entry point to the simduid cleanup pass. */
1070 const pass_data pass_data_simduid_cleanup
=
1072 GIMPLE_PASS
, /* type */
1073 "simduid", /* name */
1074 OPTGROUP_NONE
, /* optinfo_flags */
1075 TV_NONE
, /* tv_id */
1076 ( PROP_ssa
| PROP_cfg
), /* properties_required */
1077 0, /* properties_provided */
1078 0, /* properties_destroyed */
1079 0, /* todo_flags_start */
1080 0, /* todo_flags_finish */
1083 class pass_simduid_cleanup
: public gimple_opt_pass
1086 pass_simduid_cleanup (gcc::context
*ctxt
)
1087 : gimple_opt_pass (pass_data_simduid_cleanup
, ctxt
)
1090 /* opt_pass methods: */
1091 opt_pass
* clone () { return new pass_simduid_cleanup (m_ctxt
); }
1092 virtual bool gate (function
*fun
) { return fun
->has_simduid_loops
; }
1093 virtual unsigned int execute (function
*);
1095 }; // class pass_simduid_cleanup
1098 pass_simduid_cleanup::execute (function
*fun
)
1100 hash_table
<simd_array_to_simduid
> *simd_array_to_simduid_htab
= NULL
;
1102 note_simd_array_uses (&simd_array_to_simduid_htab
);
1104 /* Fold IFN_GOMP_SIMD_{VF,LANE,LAST_LANE,ORDERED_{START,END}} builtins. */
1105 adjust_simduid_builtins (NULL
);
1107 /* Shrink any "omp array simd" temporary arrays to the
1108 actual vectorization factors. */
1109 if (simd_array_to_simduid_htab
)
1110 shrink_simd_arrays (simd_array_to_simduid_htab
, NULL
);
1111 fun
->has_simduid_loops
= false;
1118 make_pass_simduid_cleanup (gcc::context
*ctxt
)
1120 return new pass_simduid_cleanup (ctxt
);
1124 /* Entry point to basic block SLP phase. */
1128 const pass_data pass_data_slp_vectorize
=
1130 GIMPLE_PASS
, /* type */
1132 OPTGROUP_LOOP
| OPTGROUP_VEC
, /* optinfo_flags */
1133 TV_TREE_SLP_VECTORIZATION
, /* tv_id */
1134 ( PROP_ssa
| PROP_cfg
), /* properties_required */
1135 0, /* properties_provided */
1136 0, /* properties_destroyed */
1137 0, /* todo_flags_start */
1138 TODO_update_ssa
, /* todo_flags_finish */
1141 class pass_slp_vectorize
: public gimple_opt_pass
1144 pass_slp_vectorize (gcc::context
*ctxt
)
1145 : gimple_opt_pass (pass_data_slp_vectorize
, ctxt
)
1148 /* opt_pass methods: */
1149 opt_pass
* clone () { return new pass_slp_vectorize (m_ctxt
); }
1150 virtual bool gate (function
*) { return flag_tree_slp_vectorize
!= 0; }
1151 virtual unsigned int execute (function
*);
1153 }; // class pass_slp_vectorize
1156 pass_slp_vectorize::execute (function
*fun
)
1160 bool in_loop_pipeline
= scev_initialized_p ();
1161 if (!in_loop_pipeline
)
1163 loop_optimizer_init (LOOPS_NORMAL
);
1167 /* Mark all stmts as not belonging to the current region and unvisited. */
1168 FOR_EACH_BB_FN (bb
, fun
)
1170 for (gimple_stmt_iterator gsi
= gsi_start_bb (bb
); !gsi_end_p (gsi
);
1173 gimple
*stmt
= gsi_stmt (gsi
);
1174 gimple_set_uid (stmt
, -1);
1175 gimple_set_visited (stmt
, false);
1179 FOR_EACH_BB_FN (bb
, fun
)
1181 if (vect_slp_bb (bb
))
1182 dump_printf_loc (MSG_NOTE
, vect_location
, "basic block vectorized\n");
1185 if (!in_loop_pipeline
)
1188 loop_optimizer_finalize ();
1197 make_pass_slp_vectorize (gcc::context
*ctxt
)
1199 return new pass_slp_vectorize (ctxt
);
1203 /* Increase alignment of global arrays to improve vectorization potential.
1205 - Consider also structs that have an array field.
1206 - Use ipa analysis to prune arrays that can't be vectorized?
1207 This should involve global alignment analysis and in the future also
1210 static unsigned get_vec_alignment_for_type (tree
);
1211 static hash_map
<tree
, unsigned> *type_align_map
;
1213 /* Return alignment of array's vector type corresponding to scalar type.
1214 0 if no vector type exists. */
1216 get_vec_alignment_for_array_type (tree type
)
1218 gcc_assert (TREE_CODE (type
) == ARRAY_TYPE
);
1219 poly_uint64 array_size
, vector_size
;
1221 tree vectype
= get_vectype_for_scalar_type (strip_array_types (type
));
1223 || !poly_int_tree_p (TYPE_SIZE (type
), &array_size
)
1224 || !poly_int_tree_p (TYPE_SIZE (vectype
), &vector_size
)
1225 || maybe_lt (array_size
, vector_size
))
1228 return TYPE_ALIGN (vectype
);
1231 /* Return alignment of field having maximum alignment of vector type
1232 corresponding to it's scalar type. For now, we only consider fields whose
1233 offset is a multiple of it's vector alignment.
1234 0 if no suitable field is found. */
1236 get_vec_alignment_for_record_type (tree type
)
1238 gcc_assert (TREE_CODE (type
) == RECORD_TYPE
);
1240 unsigned max_align
= 0, alignment
;
1241 HOST_WIDE_INT offset
;
1244 if (TYPE_PACKED (type
))
1247 unsigned *slot
= type_align_map
->get (type
);
1251 for (tree field
= first_field (type
);
1253 field
= DECL_CHAIN (field
))
1255 /* Skip if not FIELD_DECL or if alignment is set by user. */
1256 if (TREE_CODE (field
) != FIELD_DECL
1257 || DECL_USER_ALIGN (field
)
1258 || DECL_ARTIFICIAL (field
))
1261 /* We don't need to process the type further if offset is variable,
1262 since the offsets of remaining members will also be variable. */
1263 if (TREE_CODE (DECL_FIELD_OFFSET (field
)) != INTEGER_CST
1264 || TREE_CODE (DECL_FIELD_BIT_OFFSET (field
)) != INTEGER_CST
)
1267 /* Similarly stop processing the type if offset_tree
1268 does not fit in unsigned HOST_WIDE_INT. */
1269 offset_tree
= bit_position (field
);
1270 if (!tree_fits_uhwi_p (offset_tree
))
1273 offset
= tree_to_uhwi (offset_tree
);
1274 alignment
= get_vec_alignment_for_type (TREE_TYPE (field
));
1276 /* Get maximum alignment of vectorized field/array among those members
1277 whose offset is multiple of the vector alignment. */
1279 && (offset
% alignment
== 0)
1280 && (alignment
> max_align
))
1281 max_align
= alignment
;
1284 type_align_map
->put (type
, max_align
);
1288 /* Return alignment of vector type corresponding to decl's scalar type
1289 or 0 if it doesn't exist or the vector alignment is lesser than
1290 decl's alignment. */
1292 get_vec_alignment_for_type (tree type
)
1294 if (type
== NULL_TREE
)
1297 gcc_assert (TYPE_P (type
));
1299 static unsigned alignment
= 0;
1300 switch (TREE_CODE (type
))
1303 alignment
= get_vec_alignment_for_array_type (type
);
1306 alignment
= get_vec_alignment_for_record_type (type
);
1313 return (alignment
> TYPE_ALIGN (type
)) ? alignment
: 0;
1316 /* Entry point to increase_alignment pass. */
1318 increase_alignment (void)
1320 varpool_node
*vnode
;
1322 vect_location
= dump_user_location_t ();
1323 type_align_map
= new hash_map
<tree
, unsigned>;
1325 /* Increase the alignment of all global arrays for vectorization. */
1326 FOR_EACH_DEFINED_VARIABLE (vnode
)
1328 tree decl
= vnode
->decl
;
1329 unsigned int alignment
;
1331 if ((decl_in_symtab_p (decl
)
1332 && !symtab_node::get (decl
)->can_increase_alignment_p ())
1333 || DECL_USER_ALIGN (decl
) || DECL_ARTIFICIAL (decl
))
1336 alignment
= get_vec_alignment_for_type (TREE_TYPE (decl
));
1337 if (alignment
&& vect_can_force_dr_alignment_p (decl
, alignment
))
1339 vnode
->increase_alignment (alignment
);
1340 dump_printf (MSG_NOTE
, "Increasing alignment of decl: ");
1341 dump_generic_expr (MSG_NOTE
, TDF_SLIM
, decl
);
1342 dump_printf (MSG_NOTE
, "\n");
1346 delete type_align_map
;
1353 const pass_data pass_data_ipa_increase_alignment
=
1355 SIMPLE_IPA_PASS
, /* type */
1356 "increase_alignment", /* name */
1357 OPTGROUP_LOOP
| OPTGROUP_VEC
, /* optinfo_flags */
1358 TV_IPA_OPT
, /* tv_id */
1359 0, /* properties_required */
1360 0, /* properties_provided */
1361 0, /* properties_destroyed */
1362 0, /* todo_flags_start */
1363 0, /* todo_flags_finish */
1366 class pass_ipa_increase_alignment
: public simple_ipa_opt_pass
1369 pass_ipa_increase_alignment (gcc::context
*ctxt
)
1370 : simple_ipa_opt_pass (pass_data_ipa_increase_alignment
, ctxt
)
1373 /* opt_pass methods: */
1374 virtual bool gate (function
*)
1376 return flag_section_anchors
&& flag_tree_loop_vectorize
;
1379 virtual unsigned int execute (function
*) { return increase_alignment (); }
1381 }; // class pass_ipa_increase_alignment
1385 simple_ipa_opt_pass
*
1386 make_pass_ipa_increase_alignment (gcc::context
*ctxt
)
1388 return new pass_ipa_increase_alignment (ctxt
);